Nothing Special   »   [go: up one dir, main page]

US20060205564A1 - Method and apparatus for mobile health and wellness management incorporating real-time coaching and feedback, community and rewards - Google Patents

Method and apparatus for mobile health and wellness management incorporating real-time coaching and feedback, community and rewards Download PDF

Info

Publication number
US20060205564A1
US20060205564A1 US11/369,570 US36957006A US2006205564A1 US 20060205564 A1 US20060205564 A1 US 20060205564A1 US 36957006 A US36957006 A US 36957006A US 2006205564 A1 US2006205564 A1 US 2006205564A1
Authority
US
United States
Prior art keywords
end user
plan
user
health
application
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Abandoned
Application number
US11/369,570
Inventor
Eric Peterson
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
EQUILIBRIO
Original Assignee
Individual
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Individual filed Critical Individual
Priority to US11/369,570 priority Critical patent/US20060205564A1/en
Priority to PCT/US2006/008081 priority patent/WO2006094288A2/en
Publication of US20060205564A1 publication Critical patent/US20060205564A1/en
Assigned to EQUILIBRIO reassignment EQUILIBRIO ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: PETERSON, ERIC K.
Abandoned legal-status Critical Current

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B69/00Training appliances or apparatus for special sports
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A61B5/0022Monitoring a patient using a global network, e.g. telephone networks, internet
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/70ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to mental therapies, e.g. psychological therapy or autogenous training
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/021Measuring pressure in heart or blood vessels
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Detecting, measuring or recording devices for evaluating the respiratory organs
    • A61B5/087Measuring breath flow
    • A61B5/0871Peak expiratory flowmeters
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14532Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring glucose, e.g. by tissue impedance measurement
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0075Means for generating exercise programs or schemes, e.g. computerized virtual trainer, e.g. using expert databases
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation

Definitions

  • the client may be any personal computer, such as a smart or dumb terminal, network computer, wireless device, information appliance, workstation, minicomputer, mainframe computer, handheld device, or other computing device that has a graphical user interface, and the databases may be either installed along with the client application, or may be retrieved via connection to a local PC or other device with storage means which has communicated with the server previously and has stored the databases for later installation on the client device.
  • the client device may be connected with another device which provides data communication means to the client, thereby enabling connectivity to the server.
  • FIGS. 8A, 8B and 8 C are embodiments of “screen shots” showing the user interface of the present invention associated with the client-side application's coaching functionality.
  • End user refers to the individual who is responsible for executing the health and wellness plan generated by the practitioner or practitioner system; he or she interacts with the system primarily via the mobile device. End users can also be defined as subscribers, members, affiliates, patients, or subjects.
  • the end user assesses whether they have enough information to execute the plan 115 —in the negative case, the application retrieves the requisite coaching information 116 (consisting of text, graphics and/or video) and presents it to the end user for review. Finally, the end user executes the plan and records actual outcomes 117 , which triggers the application to calculate results, present feedback to the end user 118 and synchronize the client-side and server-side databases 119 .
  • the application retrieves the requisite coaching information 116 (consisting of text, graphics and/or video) and presents it to the end user for review.
  • the end user executes the plan and records actual outcomes 117 , which triggers the application to calculate results, present feedback to the end user 118 and synchronize the client-side and server-side databases 119 .
  • the Coaching Module 310 also features a context-sensing capability—in the preferred embodiment, the application may wirelessly connect with a Context Interface Point 312 configured to provide contextual information—such as the type of exercise equipment installed in a gymnasium or the nutritional content of items on a restaurant menu—that can be used to guide the end user in execution and/or modification of selected activities. This transfer of information may be facilitated by a broad range of wireless transmission protocols, such as RFID bar codes, IR, Bluetooth, Zigbee.
  • the Coaching Module obtains the pertinent data from the Context Interface Point and via an expert system capability, recommends potential changes to the proposed plan, such as an alternative exercise routine based on available equipment.
  • the application allows the user to select a different timeframe (i.e. to view results by week as well as by day) or point of reference (i.e. to view results relative to the aforementioned target as well as to the average of the past 7 days' results) and/or to view historical results, either for a specific measure (such as calories expended) or for a recurring event (allowing the end user to track improvement in their ability to perform an exercise workout, as an example).
  • the application is capable of providing “prospective” feedback; that is, to project outcomes based on a blend of logged and scheduled (but not yet logged) activities, providing end users with the information needed to adjust their future behavior to achieve compliance with their targets.
  • FIG. 13 depicts the Emergency Profile Retrieval functionality of the system, a specific embodiment of the Profile Management functionality that allows a medical provider to quickly access the medical profile of an end user in an emergency situation; i.e. when the end user is unable to provide required information to the medical provider.
  • User or practitioner enters medical profile information via Web browser or mobile device.
  • medical personnel dial standard phone number.
  • the server application then initiates WAP push, prompting medical personnel to launch client application. Medical personnel to enter assigned password. Subsequently, medical profile information will be displayed on mobile device.

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Physical Education & Sports Medicine (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Physics & Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Biophysics (AREA)
  • Veterinary Medicine (AREA)
  • Child & Adolescent Psychology (AREA)
  • Developmental Disabilities (AREA)
  • Hospice & Palliative Care (AREA)
  • Psychiatry (AREA)
  • Psychology (AREA)
  • Social Psychology (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Medical Treatment And Welfare Office Work (AREA)

Abstract

A method and apparatus for a mobile lifestyle management system, combining a server-based application enabling creation of an integrated health and wellness plan (comprising diet, exercise, medication and vitals testing), with a client-based application enabling management of, and compliance with, the resulting lifestyle plan. The client application is installed on a wireless, Internet-enabled mobile device, the server application on an Internet-connected server, and the two applications exchange data with one another via an over-the-air “OTA” synchronization using standard Internet protocols. The resulting ecosystem operates as a stand-alone lifestyle management system, but can also be configured to function as a content delivery platform, when integrated with existing Web-based health and wellness content.

Description

    RELATED APPLICATIONS
  • This Application is related to U.S. Provisional Patent Application Ser. No. 60/594,009 filed Mar. 4, 2005 entitled METHOD AND APPARATUS FOR MOBILE HEALTH AND WELLNESS MANAGEMENT INCORPORATING REAL-TIME COACHING AND FEEDBACK, COMMUNITY AND REWARDS, which is incorporated herein by reference in its entirety, and claims any and all benefits to which it is entitled therefrom.
  • FIELD OF THE INVENTION
  • The present invention relates to wireless health maintenance and lifestyle management, and more particularly to the exchange of health and wellness data between an internet-enabled mobile device and a server-based application, based on a lifestyle plan provided by a practitioner, expert system, or the patient/subscriber/user themselves.
  • BACKGROUND OF THE INVENTION
  • Recent trends suggest that the United States (and to a lesser extent, other industrialized nations throughout the world) are facing a looming public health crisis, the byproduct of an aging population and the increasingly poor nutrition and fitness regimens of the populace. According to recently published public health statistics, over 30% of the US population are considered obese, while 60% are considered overweight. This has led to a dramatic upswing in obesity-related disease states, including Type II diabetes, cardiovascular disease, and hypertension, with treatment costs associated with these disease states estimated at $117 billion, and is exerting tremendous upward pressure on healthcare costs in the US, which are currently forecast to reach 16% of GDP by 2006.
  • This trend, which is clearly unsustainable, has led to a slow but deliberate shift in the orientation and focus of the traditional healthcare delivery system, as payers and practitioners alike seek more effective and efficient alternatives to traditional disease treatment programs, such as disease state management and prevention. A common element amongst these alternatives is the realization that the individual plays a critical role in managing their own health and wellness, particularly as relates to those enablers of health for which the individual has ultimate decision-making authority, such as diet, exercise, medication, and vital sign testing.
  • While the market for consumer-oriented health and wellness products and services is large and growing, research consistently demonstrates that the majority of such offerings (be they diet programs or health club memberships) fail to deliver the sort of measurable, sustainable results that would warrant their expense. Furthermore, while recent advances in technology (in particular, the emergence of wireless, Internet-enabled mobile devices) has led to a broad array of technology-based solutions, each aimed at improving the health and wellness of an individual, a review of the prior art suggests that these solutions each have one or more disadvantages that may ultimately limit their effectiveness—to wit:
      • Not optimally integrating (and balancing) the roles of practitioners and end users. Practitioner-driven solutions (such as wireless health monitoring solutions) often treat the end user as little more than a passive instruction follower, while consumer-driven solutions provide little in the way of coaching and guidance, often requiring the end user to act as their own practitioner or to access/integrate practitioner knowledge in an awkward fashion, limiting their usefulness.
      • Lacking the ability to address all of the “enablers” of health and wellness, including (but not limited to) diet, exercise, medication and vital sign testing. Such single-point solutions (e.g. mobile exercise instructional software) require the user to either ignore the other enablers, or to employ multiple solutions to address all of the enablers, again limiting their usefulness.
      • Focusing on plan delivery at the expense of plan compliance. Such solutions (such as diet tracking software packages) assume that the user needs little motivation to comply with their specified plan, which conflicts with published research highlighting the need for behavioral modification.
      • Requiring the users to modify their normal activities or routines to utilize the solution. Such solutions (such as on-line fitness journaling sites) often require the users to perform additional tasks, such as creating a temporary, paper-based copy of their health and wellness plan for later transfer to a Web site, obviating the advantages of the technology.
  • As an example, in U.S. Pat. Nos. 6,602,691 and 6,936,007, and 6,976,958 Quy describes a method and apparatus for interactively monitoring the disease or health state of a patient using a health management device, coupled to an internet-enabled wireless web device to capture health parameters, such as vital signs or exercise outcomes, and to transmit the captured data to a central repository via a wireless network and to facilitate the delivery of a response to the user. However, the referenced design is highly practitioner-driven, encompasses only selected enablers of health and wellness, and does not focus on the driver of plan compliance.
  • Similarly, in U.S. Pat. No. 6,735,551 Voegeli et al. describe a system for the maintenance and management of the health which permits easy and complete access to all important data of the patient to be treated. Once again, this is strictly a practitioner-driven system, with the patient relegated to the role of instruction follower, and comprises only the monitoring of vitals signs.
  • U.S. Patent Publication No. 2005/0113649 to Bergantino teaches a method and apparatus for managing a user's health. The teaching, however, focuses primarily on the nutritional and dietary requirements and activity of the end user, is not configured to allow practitioner generation of integrated lifestyle plans, nor does it incorporate functionality intended to drive plan compliance, such as rewards or the ability to share plans and results with a broader community.
  • Finally, in U.S. Patent Publication No. 2004/0176666 to Chait teaches a health and well being monitoring and advisory system but without coaching and real-time feedback, it is unlikely such system would be effective in ensuring compliance and increase in overall health and well being.
  • ADVANTAGES AND SUMMARY OF THE INVENTION
  • What is missing, then, is an integrated solution that actively involves both the practitioner and the end user, encompasses all of the enablers of health and wellness, focuses on enabling compliance with a healthy lifestyle plan, and integrates seamlessly with an individual's normal routine.
  • It is an object and advantage of the invention to provide a system and method for improving the health and wellness of an individual (hereafter, referred to as the end user) by delivering an integrated health and wellness management platform, consisting in the preferred embodiment of an Internet-connected server-side application configured to enable the creation of a comprehensive, personalized lifestyle plan by a health and wellness practitioner(s), and connected via wireless synchronization of known method with a client-side application installed on an Internet-enabled mobile device, itself configured to enable compliance with the lifestyle plan through the application of behavior modification techniques such as real-time coaching, outcome journaling and feedback, goal-based rewards and linkage with a broad community. The presence of the mobile device is a critical advantage, ensuring that the end user receives critical coaching and feedback when and where it matters most; that is, at the time and place of decision-making relative to diet, exercise, medication and other key lifestyle choices that impact health and wellness.
  • For the sake of clarity, in the context of the present invention the term “lifestyle plan” refers to a series of scheduled events, each occurring at a specific time (and in some cases, place) and consisting of one or more actionable activities. In the preferred embodiment of the invention, the aforementioned events are related to a user's health and wellness, including:
  • 1. Fitness events, such as a cardiovascular workout
  • 2. Nutritional events, such as a meal
  • 3. Medication events, such as a regimen of antiviral drugs
  • 4. Vitals events, such as a practitioner-administered blood test
  • In an alternative embodiment of the present invention, the definition of an event may be expanded to include any scheduled activity, including those that are only tangentially related to health and wellness, such as a social gathering of end users initiated using the system's community functionality.
  • The invention may be implemented in various different embodiments. Several such embodiments are described herein, although other embodiments, and embodiments which are extensions to the described embodiments can be envisioned. In the preferred embodiment, the role of the practitioner may be assumed by one or more individuals with specific expertise in the field of health and wellness, including (but not limited to) physicians, nurses, pharmacists, dietitians, nutritionists, physical therapists, and personal/athletic trainers. This practitioner (or practitioners) may interface with the system via a web portal, interacting with the server-based application to add, delete or edit user accounts and profiles, to create lifestyle plans that have been personalized based on the profile of the end user (i.e. the practitioner's client), to transmit the lifestyle plan to the end user's mobile device, to track end user compliance with the plan, and to provide feedback and/or modify the plan as required to achieve the overarching lifestyle goals agreed by the end user.
  • The client may be any personal computer, such as a smart or dumb terminal, network computer, wireless device, information appliance, workstation, minicomputer, mainframe computer, handheld device, or other computing device that has a graphical user interface, and the databases may be either installed along with the client application, or may be retrieved via connection to a local PC or other device with storage means which has communicated with the server previously and has stored the databases for later installation on the client device. In another embodiment, the client device may be connected with another device which provides data communication means to the client, thereby enabling connectivity to the server.
  • The end user, after downloading or installing the client application and associated databases to their Internet-enabled mobile device in known fashion, may then elect to review their lifestyle plan, to view further information related to activities in the plan, to modify the activities in the plan, and/or to execute the activities in the plan and record the actual outcomes. Additionally, the end user may review the rewards that he or she has “earned” through documented compliance with plan and outcome targets, exchange these rewards for goods and services provided by affiliate companies, and/or share plans and results with others in the invention's system; namely, practitioners, peers and “non-users.”
  • The presence of an embedded, client-side application and database on a mobile device offers a critical advantage, by ensuring that the end user will always have access to the core functionality of the system (i.e. the viewing and logging of scheduled health and wellness events), irregardless of network connectivity, while the presence of wireless data communications connectivity, in the preferred embodiment, provides the end user with real-time access to server-based supplemental information on an as-needed basis. Thus, in one embodiment, an end user bicycling on a remote road with limited network connectivity would have the ability to view their plan and log outcomes, while still being to view a full-motion exercise instruction video “streamed” or downloaded from a server in situations where network connectivity was available. Solutions existing in the prior art, or those which have been proposed, cannot offer this capability.
  • Additionally, embodiments of the present invention overcome one or more of the disadvantages of the prior art, by:
      • Allowing for management of all of the critical elements of a healthy lifestyle plan, including diet, exercise, medication, and monitoring of vital signs. Existing or proposed solutions have tended to focus on a single such element, such as exercise or vital sign monitoring, thus missing the benefits that arise from managing such elements in an integrated, holistic fashion, such as warning the end user of potentially dangerous food-drug interactions.
      • Defining an active, participatory role for both the practitioner and the end user in the lifestyle management process. Existing or proposed solutions have tended to be either practitioner-driven, with the end user (the patient) assuming a more passive role, performing activities (such as submitting health and wellness parameters) at the specific direction of the practitioner without a clear understanding or appreciation of the implications of such activities or of the meaning of the outcomes, or end user-driven, with the end user responsible for creating and managing the elements of a healthy lifestyle plan without the benefit of practitioner coaching or guidance.
      • Incorporating behavior management tools aimed at driving plan compliance. By incorporating reinforcing mechanisms such as rewards and the ability to share plans and results with members of a broader community, the present invention serves to reinforce virtuous behavior, making attainment of health and wellness goals more likely. Existing or proposed solutions, with their focus on outcomes (as opposed to plan compliance), do not address the key drivers of behavioral changes, such as affinity to community.
  • In an alternative embodiment of the invention, the role of the practitioner (as relates to generating and monitoring plans) may be assumed by a so-called expert system, incorporated into either the server-side or client-side application. In such an embodiment, the requisite practitioner knowledge may be embedded in a series of software algorithms that, based on end user responses to a series of preconfigured questions aimed at assessing the end user's health and wellness profile, may generate a personalized lifestyle plan for the end user. Note that such artificial intelligence may be incorporated within the described system of the present invention, but may also exist on a server application that is external to this system (such as the website operated by Weightwatchers.com™), in which instance the aforementioned server-side application may be reconfigured to function primarily as a synchronization conduit between the web site and the client-side application.
  • In yet another embodiment of the invention, the role of the practitioner may be assumed by the end user themselves, who may access the functionality similar to that provided via the aforementioned practitioner Web portal in order to manually create a lifestyle plan, to log outcomes, and to track progress against compliance and outcome targets. Provided the end user has the requisite knowledge to create an appropriate lifestyle plan, this embodiment yields the additional advantage of economy for the end user.
  • Further details, objects and advantages of the present invention will be come apparent through the following descriptions, and will be included and incorporated herein.
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • FIG. 1A is an embodiment of a representative system overview of the present invention.
  • FIG. 1B is a flow chart, depicting an embodiment of an integrated cycle for health and wellness management of the present invention.
  • FIG. 2 is an embodiment of a high-level architecture map of the present invention, showing the integration of the client-side and server-side application.
  • FIG. 3 is an embodiment of a process map, showing the key steps involved in creating, delivering, and managing a lifestyle plan using the present invention.
  • FIG. 4 is a schematic block diagram of an embodiment of the server-side application of the present invention, showing the logical modules, databases, and user interface components of the software application that is installed on a Web-based server.
  • FIGS. 5A and 5B are embodiments of “screen shots” of the present invention showing the user interface associated with the server-side application's subscriber management functionality.
  • FIG. 6 is a schematic block diagram of an embodiment of the client-side application of the present invention, showing the logical modules, databases and user interface components of the software application that is installed on the end user's mobile device.
  • FIGS. 7A, 7B and 7C are embodiments of “screen shots,” showing the user interface of the present invention associated with the client-side application's scheduling functionality.
  • FIGS. 8A, 8B and 8C are embodiments of “screen shots” showing the user interface of the present invention associated with the client-side application's coaching functionality.
  • FIGS. 9A, 9B and 9C are embodiments of “screen shots,” showing the user interface of the present invention associated with the client-side application's feedback functionality.
  • FIGS. 10A and 10B are embodiments of relationship diagrams of the present invention, showing the groups that define an end user's community.
  • FIG. 11 is an embodiment of a relationship diagram of the present invention, depicting the groups that define an end user's community.
  • FIGS. 12A and 12B are embodiments of “screen shots” from a representative mobile device of the present invention, depicting the user interface associated with the client-side application's profile management functionality.
  • FIG. 13 is an embodiment of a process map of the present invention, depicting the steps associated with enabling a medical provider to retrieve an end user's medical profile in an emergency situation.
  • DETAILED DESCRIPTION OF EMBODIMENTS
  • The description that follows is presented to enable one skilled in the art to make and use the present invention, and is provided in the context of a particular application and its requirements. Various modifications to the disclosed embodiments will be apparent to those skilled in the art, and the general principals discussed below may be applied to other embodiments and applications without departing from the scope and spirit of the invention. Therefore, the invention is not intended to be limited to the embodiments disclosed, but the invention is to be given the largest possible scope which is consistent with the principals and features described herein.
  • It will be understood that in the event parts of different embodiments have similar functions or uses, they may have been given similar or identical reference numerals and descriptions. It will be understood that such duplication of reference numerals is intended solely for efficiency and ease of understanding the present invention, and are not to be construed as limiting in any way, or as implying that the various embodiments themselves are identical.
  • Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which the present invention belongs. Definitions specific to this invention are presented below.
  • The term “practitioner” encompasses individuals and/or systems with specific expertise in the field of health and wellness, including but not limited to physicians, nurses, pharmacists, dietitians, nutritionists, physical therapists, advisers, counselors, social workers, and personal/athletic trainers. The term can also be applied to expert systems, in which the knowledge of a human practitioner is embodied in a series of software algorithms.
  • The term “administrator” refers to an individual who is responsible for administering the system of the present invention, performing duties such as account and database management.
  • The term “end user” refers to the individual who is responsible for executing the health and wellness plan generated by the practitioner or practitioner system; he or she interacts with the system primarily via the mobile device. End users can also be defined as subscribers, members, affiliates, patients, or subjects.
  • The term “user” refers collectively to those individuals who have access to the system of the present invention, including practitioners, administrators and end users. The term “non-user” refers to an individuals who does not have access to either the server-side and/or client-side applications described herein, yet may be a recipient of the content generated by same.
  • The term “lifestyle plan” refers to a series of scheduled events, each occurring at a specific time (and in some cases, place) and consisting of one or more actionable activities. In the embodiment of the invention, the aforementioned events are related to a user's health and wellness, including:
      • 1. Fitness Events, such as a cardiovascular workout
      • 2. Nutritional Events, such as a meal
      • 3. Medication Events, such as a regimen of antiviral drugs
      • 4. Vitals Events, such as a practitioner-administered blood test
  • In an alternate embodiment of the present invention, the definition of an “event” may be expanded to include any scheduled activity, including those that are only tangentially related to health and wellness, such as a social gathering of end users initiated using the system's community functionality.
  • Each of the events in a lifestyle plan in turn consists of one or more finite, actionable activities, while an activity consists of an item (such as Bicycling) and one or more parameters (such as Time, Duration, and Intensity), that when taken together define the activity, providing the subscriber with the specific instructions needed to execute the activity. By way of example, a plan might include the fitness event “Daily Run,” composed of the activity of Running (an item) for 10 minutes at a 6 MPH pace (the parameters).
  • The term “OTA synchronization” (or alternatively, “OTA Sync”) describes the process by which a server-side and client-side application exchange data “Over the Air” via a wireless (RF) link, using cellular telephony or equivalent protocols such as WiFi (802.11) WiMax (802.16), Bluetooth, or Zigbee.
  • The term “time” refers to a chronological time or timeframe, including but not limited to morning, afternoon, evening, breakfast, lunch, dinner, night time, beginning, end, etc.
  • Other examples of protocols or standard communications means between the server and client included within the scope of this invention include but are not limited to standard telephone lines, LAN or WAN links (e.g., T1, T3, 56 kb, X.25), broadband connections (ISDN, Frame Relay, ATM), and wireless connections, using a variety of communication protocols (e.g., HTTP, HTTPS, TCP/IP, IPX, SPX, NetBIOS, Ethernet, RS232, messaging application programming interface (MAPI) protocol, real-time streaming protocol (RTSP), real-time streaming protocol used for user datagram protocol scheme (RTSPU), the Progressive Networks Multimedia (PNM) protocol developed by RealNetworks, Inc. of Seattle, Wash., manufacturing message specification (MMS) protocol, wireless application protocol (WAP), and direct asynchronous connections.
  • Various embodiments of the architecture are now presented in greater detail.
  • Overview of System
  • FIG. 1A is an embodiment of a representative system overview of the present invention. As shown, the present invention is for Plan Creation. A server-based application guides the practitioner through the development of a lifestyle plan, which is then “pushed” to a mobile device via an OTA sync. The invention provides Coaching and Feedback. A mobile application helps the user to comply with his or her plan, by providing direction, instruction, tracking, and feedback. The invention provides Support. A web-based and mobile applications support and motivate the user, via links to community and a formalized reward program.
  • Referring to FIG. 1B, a flow chart depicting an integrated health and wellness management “cycle” is presented. This cycle, which serves as the foundation for the preferred embodiment of the present invention, consists of the following steps:
      • 1. A health and wellness profile, which describes the end user's current state of health, lifestyle preferences, goals, etc. is created.
      • 2. A server-side application enables the creation of a lifestyle plan for the end user consistent with the profile, and the plan is transmitted to a mobile device.
      • 3. A client-side application on mobile device guides the end user through the execution of the plan by providing real-time coaching, journaling, and feedback, and returns outcomes and results back to the server-side application.
      • 4. System tracks progress against the lifestyle plan, delivers rewards, and links user to their community.
  • Referring to FIG. 2, the high-level architecture of a system for the management of the health and wellness of an end user 13 is presented. In the preferred embodiment, the system enables the practitioner 1 to create a lifestyle plan for the end user 13 by accessing an application 9 and a database 10 stored on an server (or servers) 8 via a web browser 3 connected to the Internet 7, with responsibility for the management of user accounts and databases assumed by an administrator 15. The system then facilitates, via an OTA synchronization in known fashion, transmission of the lifestyle plan to the end user 13 via an Internet-enabled mobile device 2 connected to, or otherwise in communication with, a wireless Point of Presence (“POP”) 6 consisting of a base station antenna 4 coupled to a server 5 or, in an alternative embodiment, via a Web browser 3 connected to the Internet 7.
  • This synchronization of information between the end user 13 and practitioner 1 is two-way in nature, with data captured by the end user in the course of executing the lifestyle plan moving from the mobile device to the server. The system also provides the ability for an end user 13 to share plans and results with a designated “community,” which may include fellow end users and practitioners 1, as well as individuals 14 who fall into neither group (such as Friends and Family), with content delivered to this group via a messaging application 11. Additionally, the system includes an eCommerce application 12, allowing users to execute transactions with providers of health and wellness products and services.
  • It will be understood that the practitioner can be an actual live person, a health service establishment, or an expert system which, based on a set of entered parameters, may generate an optimal, “state of the art” lifestyle plan for the end user based on the end user's profile, track record of compliance, etc. Furthermore, it will be understood that such an expert system may be incorporated within the previously described server-side application or may be a component of a server-side application maintained by an external partner and connected to the described system. In yet another embodiment—the “do-it-yourself” model—the end user may serve as their own practitioner, creating their own lifestyle plan by selecting from a library of plans and/or plan components, such as end user profiles, goals, events, activities, and items.
  • Referring to FIG. 3, a process map depicting the proposed health and wellness management process is presented. The process of the present invention, as shown in the embodiment of FIG. 3, comprises essentially a setup or administration layer, an end user interface layer, and a practitioner interface layer. It will be understood that the flow chart utilizes the familiar icon comprising a square with vertical side bars to represent a process step which is automatic or automatically initiated, i.e., is not or does not have to be initiated manually. The process begins when an administrator or practitioner accesses the designated web portal and creates a user account 101 using profile information (e.g. age, height, weight) collected from the end user. The server-side application then automatically generates a user ID, and delivers (via e-mail or a mobile device-specific protocol, such as short messaging service (SMS)) an invitation to the prospective end user 102. By responding to this invitation, the end user is routed to a new user web page, where he or she is prompted to submit the information required to complete their user profile 103. Using this profile information, the practitioner then completes creation of the new end user account by establishing specific targets and settings for the end user 104 as well as a personalized lifestyle plan 105. This triggers the server-side application to deliver the client-side application to the end user's mobile device 106 in known fashion; once accepted, the application and associated databases are automatically installed on the end user's mobile device 107 in known fashion.
  • In day-to-day usage, the client-side application presents the lifestyle plan to the end user in the form of a daily calendar 110. The end user then reviews the plan and determines whether or not they will execute it in its current form 111—in the negative case, the application guides the end user through the modification of the plan 112. The end user then decides whether they wish to store any portion of the plan as a “Favorite” for future use 113—in the affirmative case, the application guides the end user through storage of its components 114 in the corresponding database. The end user then assesses whether they have enough information to execute the plan 115—in the negative case, the application retrieves the requisite coaching information 116 (consisting of text, graphics and/or video) and presents it to the end user for review. Finally, the end user executes the plan and records actual outcomes 117, which triggers the application to calculate results, present feedback to the end user 118 and synchronize the client-side and server-side databases 119.
  • Once synchronization has occurred and actual plan outcomes have been delivered to the server-side databases, the server-side application assesses the user's compliance with the plan 120 relative to both plan compliance and outcome measures, where plan compliance measures indicate whether end users are successfully completing the activities scheduled for them, and outcome measures indicate whether end users are achieving the results they desire. The practitioner then assesses whether the current lifestyle plan must be modified 121, if modifications are required, the server-side application facilitates editing of the plan 122. In either case, a synchronization event 123 is used to deliver the most current version of the lifestyle plan to the end user.
  • Server-Side Functionality Within the system of the present invention, the role of the practitioner 1 is to generate a lifestyle plan for the end user 13, to monitor the end user's compliance with the lifestyle plan, and to provide coaching and feedback to the end user 13 as required to facilitate compliance with the plan. In the embodiment, this is accomplished via a server-side application/database, accessed via a network or web-based portal, which allows a practitioner 1 to:
      • 1. Manage end user 13 accounts
      • 2. Manage end user 13 lifestyle plans and compliance with same
      • 3. Manage the Activity, Event and Item Databases
  • In an alternative embodiment, some or all of this functionality could be accomplished via an Internet-enabled mobile device, using either an embedded application or a browser.
  • FIG. 4 shows the high-level architecture of the server-side application. Creation of the lifestyle plan is facilitated by the Scheduling Module 200, accessed via the Scheduling User Interface 201 and utilizing calendar data stored in the Plan Database 202, which in turn is comprised of elements stored in the Event 203, Activity 204, and Item 205 Databases. Creation and/or editing of a lifestyle plan takes place at the Event level; as an example, a practitioner may create a Fitness Event by selecting an item (such as Running) from the Item Database 205 and assigning parameters (e.g. Time and Speed) to it, causing it to be stored in the Plan Database 202. Alternately, the practitioner can select a pre-defined activity (such as a 3-mile Fast Run) from the Activity Database 204, or a pre-defined event (such as an Upper Body Strength Workout) from the Event Database 203.
  • Tracking of user compliance with lifestyle plans is facilitated by the Compliance Management Module 210, accessed via the Compliance Management User Interface 211 and utilizing plan outcomes stored in the Actuals Database 212 and calculated results measures stored in the Results Database 213. The Synchronization/Sharing Module 220 enables synchronization of the client-side and server-side applications.
  • Management of user accounts is facilitated by the User Account Management module 230, accessed via the Account Management User Interface 231. In the case of end users, accounts are defined by profile data such as User ID, age, weight, disease states, etc. which are stored in the User Profile Database 232 and used to tailor a lifestyle plan to the needs of the end user 13. The user experience (both client-side and server-side) is defined by settings or preference data such as Synchronization Frequency, which are stored in the Settings Database 233.
  • User access to system functionality is governed via the data stored in the Group/Resources Database 234, which allows users with similar characteristics to be assigned to a group, and for groups to be assigned ownership of a specific resource, where a resource is broadly defined as the right to execute a function, such as accessing a database or editing an event. Amongst other uses, this mechanism can be used to share content amongst users (e.g. personal trainers working at a health club facility could create and share workouts that are relevant to the equipment installed at that facility), to restrict the ability of an end user to edit or delete a practitioner-generated plan, or to assign multiple practitioners to the same end user (achieved by defining a resource that limits practitioner access to a specific type of event, such as nutrition). Amongst other benefits, the ability to create groups and assign resources to those groups enhances network security and end user 13 privacy rights.
  • It will be understood that the “screen shots” of FIGS. 5A-B, 7A-C, 8A-C, 9A-C, 10A-B, and 12A-B are representative user interfaces showing the information and organization of the screens used by the end-users 13, practitioners 1, and administrators 15. As is well known today, PDAs, cell phones and other mobile computing devices will have displays or screens via which a great deal of detailed information can be displayed effectively, clearly and otherwise as desired for a particular purpose and by a particular entity. For this reason, the rest of the PDA, cell phone, or other mobile device is not shown in these figures.
  • FIGS. 5A and 5B depict selected elements of the server-side user interface, specifically the interface for Compliance Management 250 and Plan Management 260. The Compliance Management UI is intended to provide the practitioner 1 with a quick “snapshot” of an end user's status 251, to identify the date of the end user's last synchronization event 252, and to gauge to what extent the end user is complying with their plan targets 253, such as number of exercises completed, and their outcome targets 254, such as weight loss. (Note that in either case the figure represents a weighted average of several individual measures). Thus, Plan Compliance 253 is directed to whether or not the user 13 complies with the directives in the lifestyle plan, while Outcome Compliance 254 is focused on the measurement of progress made toward achieving the goal or planned outcome of compliance. The Plan Management UI is intended to provide the practitioner with a quick “snapshot” of an end user's status 261, and to identify what events 262 and 263 are scheduled for completion by the end user.
  • Client-Side Application
  • Within the system of the present invention, the role of the end user is to execute the lifestyle plan generated by the practitioner(s), to record actual outcomes, and to provide feedback to the end user as necessary to ensure that their lifestyle plan remains consistent with their goals and preferences. In the preferred embodiment, this is accomplished via a client-side application and databases, installed on an Internet-enabled mobile device, which allow the end user to:
      • 1. Review their lifestyle plan
      • 2. Create, modify and delete lifestyle plan events
      • 3. Receive supplemental coaching and background information for plan events and activities
      • 4. Record actual outcomes
      • 5. Save favorite events and activities
      • 6. Manage their user profile and settings
      • 7. Share their Plan and/or Results with others in their community
      • 8. View and redeem their rewards
  • In an alternative embodiment, some or all of this functionality could be accomplished via a Web browser connected to a server-based application.
  • FIG. 6 depicts the high-level architecture of the client-side application. At its most basic level, the client-side application serves as a dedicated scheduling application, with the Scheduling Module 300 providing the end user with a simple means of managing the events and associated activities that occur in a given timeframe. The ability to view a plan and log it as complete are provided by View Plan UI 301 and View/Log Event UI 302. Reminder UI 303 provides end user with reminders of upcoming events and alerts about past events (if they have not yet been logged), with these reminders/alerts ranging from audible alerts and/or “soft notes” (pop-up textual messages) generated by the client application to e-mails and/or SMS messages generated by the server-side application.
  • FIGS. 7A, 7B and 7C depict this user interface in greater detail: the Plan View screen 360 displays events in a calendar fashion (arranged by Event Type), while the Event View screen 370 displays an “exploded” view of the activities that comprise a single event. As an end user completes an activity, he or she is prompted to either log it as complete (indicating that the activity was completed exactly as specified by the activity parameters), or to enter “actual” outcomes using the Enter Actuals screen 380 (indicating that the completed activity differed in some way from the activity defined in the original event specification). In the preferred embodiment of the present invention, this logging is accomplished using the input devices embedded in the mobile device, including keyboard, touchscreen, microphone and/or camera.
  • In an alternative embodiment of the invention, logging of activities may be accomplished automatically via a wireless link with a compatible measurement device (such as a sphygmomanometer or peak flow monitor), exercise apparatus (such as a treadmill or rowing machine), and/or automated medication dispenser. In such cases, the end user would be prompted to establish a wireless link with the noted equipment in known fashion, and to confirm the uploading of outcomes before they are “accepted” as logged activities.
  • Returning to FIG. 6, logging of an activity causes a description of the actual activity as executed to be written to the Actuals Database 309 and triggers an OTA sync event with the server-based application, causing the outcomes to be uploaded to the corresponding server-based database. In the synchronization process, a finite number of days' worth of outcome data (number contingent on the storage capabilities of the mobile device) would be retained on the mobile device.
  • Depending on the permissions granted to him or her by the practitioner, the end user may also have the ability to edit the practitioner-generated lifestyle plan, either by adding a new event to the plan, adding activities to an existing event, or editing an existing event. These activities are enabled via the Edit Event UI 304, which provides the end user with access to the Event Database 306, Activity Database 307, and Item Database 308 that contain the “building blocks” of an event. In a typical installation, the complete Activity and Event Databases, which allow the end user to store and retrieve Favorites, would be located on the mobile device, while a subset of the Item Database would be resident on the mobile device, with access to the server-based remainder achieved through an integrated WAP browser. All data in the client-side databases are backed up regularly to corresponding databases on the server-side in the course of a synchronization event.
  • Beyond simple scheduling, the client application is configured to provide real-time guidance to the end user to assist in the execution of a plan via the Coaching Module 310 and the Coaching UI 311. This guidance takes several forms:
      • Instructional, such as demonstrating the necessary steps for performing an exercise
      • Supplemental, such as defining the nutritional content of a food or the recommended upper and lower limits for a vital sign test
      • Cautionary, such as warning the end user of dangerous food and drug interactions
      • Coaching, such as providing the end user with cues to enable him or her to maintain a recommended pace of exercise or medication consumption.
        This guidance can be delivered via visual (text, graphics or video), auditory (ringtones) or other means, with the source files stored on the mobile device or a server, depending on the chosen configuration.
  • FIGS. 8A, 8B and 8C depict this user interface in greater detail: in the example of a Fitness Event, general information regarding muscle groups and alternative exercises is delivered via the Get Info (General) screen 390, with instructions for performing the exercise delivered via the Get Info (Instructions) screen 400, and the Get Info (Demo) screen 410.
  • The Coaching Module 310 also features a context-sensing capability—in the preferred embodiment, the application may wirelessly connect with a Context Interface Point 312 configured to provide contextual information—such as the type of exercise equipment installed in a gymnasium or the nutritional content of items on a restaurant menu—that can be used to guide the end user in execution and/or modification of selected activities. This transfer of information may be facilitated by a broad range of wireless transmission protocols, such as RFID bar codes, IR, Bluetooth, Zigbee. In each case, the Coaching Module obtains the pertinent data from the Context Interface Point and via an expert system capability, recommends potential changes to the proposed plan, such as an alternative exercise routine based on available equipment.
  • As events are logged, a Feedback Module 320 provides feedback to the end user via the Feedback UI 321, based on a comparison of planned (as scheduled) and actual (as executed) outcomes, with the goal of measuring the extent to which the end user is (a) complying with their lifestyle plan and (b) achieving their desired goals. In the first case, the feedback measure would be based on an activity parameter (e.g. % of scheduled exercises completed), with the plan compliance target derived by summing the corresponding values for each of the activities scheduled within the timeframe in question. In the second case, the feedback measure would be based on a desired outcome (such as caloric expenditure) for the selected timeframe, with the outcome target specified by the practitioner (or in the case of an end user-generated event, by the end user).
  • Regardless of the feedback measure selected, the application allows the user to select a different timeframe (i.e. to view results by week as well as by day) or point of reference (i.e. to view results relative to the aforementioned target as well as to the average of the past 7 days' results) and/or to view historical results, either for a specific measure (such as calories expended) or for a recurring event (allowing the end user to track improvement in their ability to perform an exercise workout, as an example). Additionally, the application is capable of providing “prospective” feedback; that is, to project outcomes based on a blend of logged and scheduled (but not yet logged) activities, providing end users with the information needed to adjust their future behavior to achieve compliance with their targets.
  • FIGS. 9A, 9B and 9C depict this interface in greater detail. To simplify ease of use, feedback is by default presented in a graphical format, with a color-coding mechanism used to indicate the level of deviation from plan or outcome targets. Interpretation of results is further simplified by the use of a Dashboard 420 which displays (in the form of a single graphical icon) an overall Results “score,” based on a weighted average of individual measures (configurable by the practitioner or end user). As an example, the dashboard for an end user 13 suffering from diabetes might comprise the outcome measures of blood glucose level and sugar consumption, blended with the plan compliance measure of number of blood glucose tests completed. Regardless of the feedback “score” being displayed, the Feedback UI allows the user to “drill down” to the level of individual measures 430 and to view history for a specific measure 440.
  • Referring again to FIG. 6, the Feedback Module 320 and Feedback UI 321 are also configured to calculate and display “equivalencies,” such as the minutes of cardiovascular exercise required to expend an amount of calories equivalent to that contained in a food item. Where possible, this information is presented graphically, such that a user engaging in an exercise routine would be able to view an icon representing a recently consumed food item progressively disappear from the screen, based on the amount of calories expended while exercising.
  • In addition to providing “passive” feedback similar to that described above, the Feedback Module 320 is configured to continually monitor scheduled and/or logged activities and actively warn end users of situations that threaten their well-being or otherwise violate their health and wellness goals. For example, if an end user's plan is modified to incorporate a new prescription medication, the Feedback Module would automatically conduct a review of scheduled nutritional events (i.e. snacks or meals) to identify dangerous food/drug interactions, issuing a warning via the Feedback UI where required. Similarly, if the end user were to log activity results that violated targets established in their user profile (for example, recording a maximum heart rate during exercise in excess of that recommended for the user's age) the application would issue a warning. As with the aforementioned alerts and reminders, the means of delivery for the warning may be configured by the user.
  • To further drive plan compliance, the system incorporates a rewards functionality, administered by Rewards Module 330 and accessible via the Rewards UI 331, whereby “health and wellness points” are awarded to the end user based on their ability to achieve specific targets. These targets take one of two forms: plan compliance targets, such as quantity of food consumed, and outcome targets, such as body weight or cholesterol level. In either situation, earned points can be used to obtain rewards via the eCommerce Module 335 and eCommerce UI 336, which provide the end user with access to an on-line marketplace populated by vendors offering goods and services that are pre-selected based on the end user's profile.
  • FIGS. 10A, 10B, and 10C depict the Rewards and eCommerce UI in greater detail. The Rewards Schedule 450 illustrates the linkage between targets and earned points, while the Rewards List 451 lists the goods and services for which points can be redeemed. Actual redemption of points is achieved via the Wellness Market 452, which allows the end user to view specific products and services and to select them for redemption and/or purchase.
  • In one embodiment, the system also enables the concept of a “Wish List,” allowing the end user to save offerings of interest to a master list, arranged by points values required for redemption. Earning the corresponding number of rewards points would trigger an automatic request for confirmation of redemption or, in an alternative embodiment, an automatic redemption, thus providing a powerful reinforcement of virtuous behavior.
  • Referring again to FIG. 6, synchronization of the client-side application and databases with their server-side counterparts is controlled via the Synchronization/Sharing Module 340 and Synchronization/Sharing UI 341, which also enable the end user to define the membership of their community and to control sharing of information within that community.
  • FIG. 11 depicts the groups which comprise an end user's community, of which there are four: the Peer Group 460, consisting of fellow end users selected by the end user for affiliation; the Support Group 461, consisting of fellow end users selected by the system for affiliation based on a comparison of end user profile data, such as goals, medical needs, etc.; the Practitioner Group 462, consisting of practitioners who are affiliated with the end user; and the Cheering Section 463, consisting of non-users that have a vested interest in the end user's health and wellness, such as friends and family members. In certain cases, peers 460 can consciously associate themselves with each other, or be objectively identified by having goals, medical needs, etc. in others, while support group members 461 are assigned automatically by the system. The User Community 464 consists of those individuals who actively participate in and interface with the health and wellness system of the present invention on a regular basis. End users may have one or several practitioners from whom they receive coaching and feedback, while practitioners may have one or more end users to whom they provide services. As shown in the embodiment of FIG. 11, the members of the Cheering Section 463 may not meet the strict definition of the user community, but they may indeed receive information on an occasional, passive and non-involved basis. In this way, the health and wellness system of the present invention reaches out to non-subscribers, and encourages and promotes health and wellness at levels beyond the participants in the system. While striving to optimize the health and wellness of end users 13, leverage can be achieved by utilizing participants beyond the User Community 464 as shown in FIG. 11 to promote and reward compliance.
  • Once the membership of these groups has been defined, the end user 13 may select which subsets of information (e.g. Plans, Results, Profiles) are shared with which groups and/or group members. Subsequent sharing of information enables the following functionality:
      • Challenge groups, whereby end users can exchange results and compete head-to-head with fellow end users
      • Support groups, whereby end users can exchange plans and compare results with fellow end users in a non-competitive setting
      • Publishing, whereby end users can publish all or part of their lifestyle plan to a web log for access by other users
      • Subscriptions, whereby end users can subscribe to a published plan and receive regular invitations to the events defined in the plan
      • Cheering sections, whereby end users can designate a collection of individuals who may or may not be fellow end users (such as friends and family) to receive regular progress updates relative to plan compliance and outcomes.
  • In one embodiment, the functionality described above would be accessible via the client-side application; in an alternative embodiment, some or all of this functionality would be provided via the client-side application to leverage the ease of use of a large form-factor device.
  • Referring again to FIG. 6, management of the end user's personal profile and personalization of the client-side user experience is controlled via the Personalization Module 350 and the Personalization UI 351, with the resulting settings stored in the Profile Database 352 and the Settings Database 353.
  • FIGS. 12A and 12B depicts the Profile Management user interface in greater detail. The process includes creation of a profile by the end user (or alternately, the practitioner) using the Profile Creation screen 470, by defining each of the components that comprise their health and wellness profile, including demographics, nutritional and exercise preferences, learning/motivational styles, and medical conditions. Once defined, the end user then specifies access permissions using the Profile Access screen 471, which dictates which elements of their profile will be visible to members of the user community.
  • FIG. 13 depicts the Emergency Profile Retrieval functionality of the system, a specific embodiment of the Profile Management functionality that allows a medical provider to quickly access the medical profile of an end user in an emergency situation; i.e. when the end user is unable to provide required information to the medical provider. User or practitioner enters medical profile information via Web browser or mobile device. In case of emergency, medical personnel dial standard phone number. The server application then initiates WAP push, prompting medical personnel to launch client application. Medical personnel to enter assigned password. Subsequently, medical profile information will be displayed on mobile device.
  • It is possible to envision additional, alternative embodiments of the present invention by blending the above functionality. Such additional and alternative embodiments are expressly included within the scope of this invention. Selected examples of such functionality include, but are not limited to:
      • 1. Auto Replenishment, whereby the scheduling and eCommerce capabilities of the system are leveraged to enable continual, automatic purchase of replenishables, such as supplements or prescription medication. As en example of the functionality of the present invention, the end user 13 might receive a 60 day supply of medication or the end user 13 might receive a 60 dose vial, but usage depends on symptoms of the end user 13. Based upon the scheduled and actually recorded usage levels of the medication at the Compliance Management Module 210, the Scheduling Module 200 can automatically send a notification to the medication distributor and have the next 60 days or 60 doses of medication delivered to the end user or his or her other health care provider. Electronic messaging can be utilized to update members of the Community to these events, in order to advise end users 13 of prospective delivery of medications, allow practitioners 1 to monitor compliance, etc.
      • 2. Clinical Trial Administration, whereby the scheduling, outcome tracking, and profile management capabilities of the system are leveraged to administer clinical trials of a health and wellness enabler, such as a medication regimen. End users can sign up for clinical trials, and in an embodiment gain rewards for participation. By participation in the clinical trial, end users 13 can be assigned on a blinded, randomized basis with a control group selected by the administrator of the trial. Outcomes and results can be analyzed, as described above, and a Clinical Trial Administration data processing module generates statistical data related to cost, drug efficacy, side effects, and overall safety. Results of the Clinical Trial Administration data processing module could be pushed in real time to practitioners to provide up to date therapy reports. Trends in end user health and well being can be analyzed to derive expert system tools for optimizing the lifestyle plan described in FIG. 1B on an automatic, regular and/or synchronized basis.
      • 3. Sponsorship Programs, whereby a third party with a vested interest in the health and wellness of an end user 13 can “fund” the individual's rewards program. Employers, insurers, public health administrators, benefactors and other family members are but a few of the many types of persons which might have an interest in the maintained health and wellness of an end user 13.
      • 4. Data Mining, whereby the profile management and outcome tracking capabilities of the system are leveraged to allow health and wellness product and service providers to better tailor their product offerings to their target customer, based on monitoring the activities of an end user of known profile. Participation in such activities is strictly at the consent and/or request of the member whose data is being “mined,” whether they be end users, practitioners, cheering section members, etc.
  • Although any methods and materials similar or equivalent to those described can be used in the practice or testing of the present invention, one method and materials are now described. All publications and patent documents referenced in the present invention are incorporated herein by reference.
  • Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which the present invention belongs. Although any methods and materials similar or equivalent to those described can be used in the practice or testing of the present invention, methods and materials are now described. All publications and patent documents referenced in the present invention are incorporated herein by reference.
  • While the principles of the invention have been made clear in illustrative embodiments, there will be immediately obvious to those skilled in the art many modifications of structure, arrangement, proportions, the elements, materials, and components used in the practice of the invention, and otherwise, which are particularly adapted to specific environments and operative requirements without departing from those principles. The appended claims are intended to cover and embrace any and all such modifications, with the limits only of the true purview, spirit and scope of the invention.

Claims (19)

1. An integrated health and wellness management system, comprising:
A secure server having a computer readable medium disposed in communication with the internet and accessible via a world wide web portal;
A server-based application residing on the server that provides for:
(a) Addition, deletion and configuration of user accounts;
(b) Generation of end user lifestyle plans comprising diet, exercise, medication and vitals testing;
(c) Tracking of end user compliance with plans; and
(d) Synchronization of plans and outcomes with a client-based application;
An internet-enabled mobile device featuring a wireless link to the Internet; and
A client-based application residing on the internet-enabled mobile device that provides for:
(a) Presentation of lifestyle plans comprising diet, exercise, medication and vitals testing;
(b) Delivery of real-time coaching and guidance;
(c) Capture of outcomes;
(d) Delivery of feedback; and
(e) Synchronization of plan and outcomes with the server-based application.
2. The system of claim 1 wherein the internet-enabled mobile device is selected from the group consisting of PDAs, mobile handsets and cellular telephones, laptop and mobile computers, wireless devices, Bluetooth devices and other WAP devices.
3. The system of claim 1, where the client-based application is written in the JAVA programming language, or in a native language configured to run on devices with an operating system selected from the list of Symbian, BREW, Windows Mobile, or Palm OS.
4. A method of driving end user compliance with a lifestyle plan, comprising the following steps:
Providing an expert system for delivering real-time, graphical feedback based on references to agreed targets;
Developing a wellness profile unique to the end user;
Creating a personalized lifestyle plan incorporating agreed targets and revising as needed;
delivering real-time coaching and feedback by one or more practitioners to the end user; and
Supporting and rewarding the end user through the use of the expert system.
5. A method for improving the health and wellness of an individual end user, the method comprising the steps of:
Delivering an integrated health and wellness management platform, the platform consisting of an internet-connected server-side application configured to enable the creation of a unique and comprehensive, personalized lifestyle plan by one or more health and wellness practitioners,
Connecting the platform via wireless synchronization with a client-side application installed on a wireless, internet-enabled mobile device; and
Configuring the wireless, internet-enabled mobile device to ensure compliance with the lifestyle plan through the application of behavior modification techniques including real-time coaching, outcome journaling and feedback, goal-based rewards and linkage with a broad community.
6. The method of claim 5, wherein the personalized lifestyle plan comprises a series of scheduled events, each occurring at a specific time and/or place.
7. The method of claim 6, wherein the series of scheduled events consist of one or more actionable activities related to a user's health and wellness.
8. The method of claim 6, wherein the series of scheduled events are selected from the group consisting of fitness events, nutritional events, medication events, and vitals events.
9. The method of claim 6, wherein the series of scheduled events include any scheduled activity tangentially related to health and wellness.
10. The method of claim 5 further comprising the following step:
downloading the client application and associated databases to the end user's wireless internet-enabled mobile device.
11. The method of claim 5 further comprising the following step:
initiating an over-the-air (OTA) synchronization using standard protocols to receive a copy of the lifestyle plan created by the practitioner.
12. The method of claim 5 further comprising the following step:
Viewing further information related to activities in the plan.
13. The method of claim 5 further comprising the following step:
Executing the activities and recording the actual outcomes.
14. The method of claim 5 further comprising the following step:
Modifying the components of the plan.
15. The method of claim 5 further comprising the following step:
Reviewing the rewards earned through documented compliance with plan and outcomes targets.
16. The method of claim 5 further comprising the following step:
Exchanging these rewards for coupons and/or goods and services supplied by partners.
17. The method of claim 5 further comprising the following step:
Sharing plans and results with others in the community; including practitioners, peers and “non-users” with a vested interest in the individual's success.
18. A method of use of an integrated health and wellness management cycle consisting of the following steps:
A. User entering basic health information and exercise/nutritional preferences via web site, and optionally collecting such information and preferences via real-time interview;
B. Automatically creating a lifestyle plan and transmitting it to mobile device by a web application based on user inputs;
C. Handheld device guiding user through the execution of the plan, via reminders and real-time coaching/encouragement, data capture and feedback, and returning results back to the web application; and
D. Tracking the web-based application progress against plan, prompting for changes as required, linking user to community and delivering rewards.
19. A method for creating and maintaining a wellness lifestyle plan for an end user integrating health and fitness practitioners, peers and supporting community over a real-time network utilizing server-side and client-side applications and user interfaces, the method comprising the following steps:
A. Initially setting up, including the steps of:
Administrator and/or practitioner creating new user accounts;
Automatically generating a user ID and invitation by a server-side application;
End user accepting invitation and submits profile information;
Practitioner establishing end user targets and settings;
Practitioner creating personalized lifestyle plan for end user based on end user targets and settings;
Automatically pushing client-side application/databases to mobile device; and
End user accepting download of application and databases;
B. Integrating the end user, including the following steps:
Automatically presenting lifestyle plan to end user for review;
Determining if current plan is acceptable to end user;
End user editing or replacing events and/or activities, as desired;
Determining if events or activities should be saved for future use;
Saving events and/or activities to Favorites as desired
Determining if additional information is needed to execute the lifestyle plan;
Retrieving and presenting information to end user by the application;
End user executing plan and recording actual outcomes; and
Automatically calculating results and presenting feedback by the application to the end user;
C. Integrating the practitioner, including the following steps:
Automatically synchronizing the client-side and server-side applications;
Automatically assessing compliance and presenting for review;
Determining if current plan requires editing;
Practitioner editing plan based on results and end user profile; and
Automatically synchronizing client-side and server-side applications.
US11/369,570 2005-03-04 2006-03-06 Method and apparatus for mobile health and wellness management incorporating real-time coaching and feedback, community and rewards Abandoned US20060205564A1 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
US11/369,570 US20060205564A1 (en) 2005-03-04 2006-03-06 Method and apparatus for mobile health and wellness management incorporating real-time coaching and feedback, community and rewards
PCT/US2006/008081 WO2006094288A2 (en) 2005-03-04 2006-03-06 Method and apparatus for mobile health and wellness management incorporating real-time coaching and feedback, community and rewards

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US59400905P 2005-03-04 2005-03-04
US11/369,570 US20060205564A1 (en) 2005-03-04 2006-03-06 Method and apparatus for mobile health and wellness management incorporating real-time coaching and feedback, community and rewards

Publications (1)

Publication Number Publication Date
US20060205564A1 true US20060205564A1 (en) 2006-09-14

Family

ID=36971774

Family Applications (1)

Application Number Title Priority Date Filing Date
US11/369,570 Abandoned US20060205564A1 (en) 2005-03-04 2006-03-06 Method and apparatus for mobile health and wellness management incorporating real-time coaching and feedback, community and rewards

Country Status (2)

Country Link
US (1) US20060205564A1 (en)
WO (1) WO2006094288A2 (en)

Cited By (193)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070033082A1 (en) * 2005-08-02 2007-02-08 Wyman Center, Inc. Methods and systems for promoting positive youth development
US20070146116A1 (en) * 2005-12-22 2007-06-28 Sony Ericsson Mobile Communications Ab Wireless communications device with integrated user activity module
US20070219057A1 (en) * 2005-10-28 2007-09-20 Eric Fleishman Remote communication exercise training
US20080015891A1 (en) * 2006-07-12 2008-01-17 Medai, Inc. Method and System to Assess an Acute and Chronic Disease Impact Index
US20080076972A1 (en) * 2006-09-21 2008-03-27 Apple Inc. Integrated sensors for tracking performance metrics
US20080076637A1 (en) * 2006-09-21 2008-03-27 Apple Inc. Dynamically adaptive scheduling system
US20080097914A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for wireless processing and transmittal of medical data through multiple interfaces
US20080097912A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for wireless processing and transmittal of medical data through an intermediary device
US20080097910A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for processing and transmittal of medical data through multiple interfaces
US20080097911A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for adapter-based communication with a medical device
US20080097793A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for remote patient monitoring and user interface
US20080097550A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for remote patient monitoring and command execution
US20080097551A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for storage and forwarding of medical data
US20080097913A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for wireless processing and transmittal of data from a plurality of medical devices
US20080097909A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for processing and transmittal of data from a plurality of medical devices
US20080097908A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for processing and transmittal of medical data through an intermediary device
US20080097917A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for wireless processing and medical device monitoring via remote command execution
US20080097552A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for medical data interchange using mobile computing devices
US20080103554A1 (en) * 2006-10-24 2008-05-01 Kent Dicks Systems and methods for medical data interchange via remote command execution
US20080124689A1 (en) * 2006-11-27 2008-05-29 Pharos Innovations, Llc Calculating a behavioral path based on a statistical profile
US20080126276A1 (en) * 2006-11-27 2008-05-29 Pharos Innovations, Llc Optimizing behavioral change based on a population statistical profile
US20080126277A1 (en) * 2006-11-27 2008-05-29 Pharos Innovations, Llc Optimizing behavioral change based on a patient statistical profile
US20080157971A1 (en) * 2006-12-27 2008-07-03 Francesca Schuler Dynamic updating of product profiles for active lifestyles
US20080157966A1 (en) * 2006-12-27 2008-07-03 Motorola, Inc. Monitoring for radio frequency enabled items based on activity profiles
US20080162555A1 (en) * 2006-12-27 2008-07-03 Motorola, Inc. Active lifestyle management
US20080198012A1 (en) * 2007-01-15 2008-08-21 Dean Kamen Device and Method for Food Management
US20080266093A1 (en) * 2007-04-26 2008-10-30 Motorola, Inc. Monitoring for radio frequency enabled items based on shared group activity profiles
US20080312955A1 (en) * 2007-06-18 2008-12-18 Group Benefits, Ltd. System for preventative measures to maintain health and wellness
US20090076885A1 (en) * 2007-09-19 2009-03-19 Fein Gene S Multiple Data Transfers to Generate User Dependent Lifestyle Choice Recommendation
US20090076335A1 (en) * 2007-09-18 2009-03-19 Sensei, Inc. System and method for increasing compliance with a health plan
US20090075781A1 (en) * 2007-09-18 2009-03-19 Sensei, Inc. System for incorporating data from biometric devices into a feedback message to a mobile device
US20090093341A1 (en) * 2007-10-03 2009-04-09 James Terry L Music and Accelerometer Combination Device for Collecting, Converting, Displaying and Communicating Data
US20090099873A1 (en) * 2007-10-10 2009-04-16 Karl Vincent Kurple Method and Apparatus for Monitoring Calorie, Nutritent, and Expense of Food Consumption and Effect on Long Term and Short Term State
US20090112935A1 (en) * 2007-10-29 2009-04-30 Hefta-Gaub Bradly D Integrating activity log information with user-specified content
US20090156364A1 (en) * 2007-12-18 2009-06-18 International Business Machines Corporation Exercise regime management tool
US20090227429A1 (en) * 2008-03-05 2009-09-10 Baudhuin John R Programmable exercise bicycle
US20090234667A1 (en) * 2007-12-19 2009-09-17 Thayne Timmy R Systems and methods for enabling collaboration and coordination of support
US20090259493A1 (en) * 2008-04-11 2009-10-15 Venon Medhi O Mobile health book
US20090264711A1 (en) * 2008-04-17 2009-10-22 Motorola, Inc. Behavior modification recommender
US20100035726A1 (en) * 2008-08-07 2010-02-11 John Fisher Cardio-fitness station with virtual-reality capability
US20100083164A1 (en) * 2008-07-30 2010-04-01 Martin Neil A Single Select Clinical Informatics
US20100097193A1 (en) * 2008-10-22 2010-04-22 Palo Alto Medical Foundation Lifestyle management system and method
US20100184565A1 (en) * 2009-01-17 2010-07-22 Matthew Avellino Device for Optimized Exercise Training of a Diabetic
US20100191544A1 (en) * 2009-01-27 2010-07-29 Adam Bosworth Protocol Authoring for a Health Coaching Service
US20110022332A1 (en) * 2009-07-21 2011-01-27 Ntt Docomo, Inc. Monitoring wellness using a wireless handheld device
US20110060635A1 (en) * 2008-10-31 2011-03-10 Discovery Holdings, Ltd. System and method for motivating healthy eating and a wellness plan related thereto
US7927253B2 (en) * 2007-08-17 2011-04-19 Adidas International Marketing B.V. Sports electronic training system with electronic gaming features, and applications thereof
US20110090086A1 (en) * 2007-10-22 2011-04-21 Kent Dicks Systems for personal emergency intervention
US20110098156A1 (en) * 2009-10-26 2011-04-28 Apple Inc. Systems and methods for accessing personalized fitness services using a portable electronic device
US20110154419A1 (en) * 2009-12-18 2011-06-23 Electronics And Telecommunications Research Institute Apparatus and method for providing remote medical services and open iptv platform apparatus
US20110161111A1 (en) * 2006-10-24 2011-06-30 Dicks Kent E System for facility management of medical data and patient interface
US20110158430A1 (en) * 2006-10-24 2011-06-30 Dicks Kent E Methods for voice communication through personal emergency response system
US20110179405A1 (en) * 2006-10-24 2011-07-21 Dicks Kent E Systems for remote provisioning of electronic devices
US8001472B2 (en) 2006-09-21 2011-08-16 Apple Inc. Systems and methods for providing audio and visual cues via a portable electronic device
US20110239158A1 (en) * 2010-03-25 2011-09-29 Nokia Corporation Method and apparatus for providing soft reminders
US20110288378A1 (en) * 2010-05-24 2011-11-24 Codd Timothy D Method of Administering A Lifestyle Tracking System
US20110295616A1 (en) * 2010-05-26 2011-12-01 General Electric Company Systems and methods for situational application development and deployment with patient event monitoring
US8162804B2 (en) 2007-02-14 2012-04-24 Nike, Inc. Collection and display of athletic information
US20120105199A1 (en) * 2010-10-29 2012-05-03 Cisco Technology, Inc. Validating Sensor Data at a Community Sensor-Coordinating Entity
US20120174018A1 (en) * 2010-12-30 2012-07-05 Cerner Innovation, Inc. Patient Care Cards
EP2488980A1 (en) * 2009-10-16 2012-08-22 Koninklijke Philips Electronics N.V. Method of generating a personalized exercise program for a user
US8360904B2 (en) 2007-08-17 2013-01-29 Adidas International Marketing Bv Sports electronic training system with sport ball, and applications thereof
US8429223B2 (en) 2006-09-21 2013-04-23 Apple Inc. Systems and methods for facilitating group activities
US20130137552A1 (en) * 2011-11-25 2013-05-30 Sony Corporation Electronic fitness trainer and method for operating an electronic fitness trainer
US20130198672A1 (en) * 2012-01-31 2013-08-01 Samsung Electronics Co., Ltd. Method of managing information related to an exercise amount and display apparatus using the same, and server of the display apparatus
US8529409B1 (en) * 2006-02-22 2013-09-10 Jennifer Lesea-Ames Mobile personal fitness training
EP2648123A1 (en) * 2012-04-08 2013-10-09 Samsung Electronics Co., Ltd User terminal device and system for performing user customized health management, and methods thereof
WO2013174055A1 (en) * 2012-05-21 2013-11-28 Lee Wen-Ching Health management service system and method therefor
US8631352B2 (en) 2010-12-30 2014-01-14 Cerner Innovation, Inc. Provider care cards
US8628331B1 (en) * 2010-04-06 2014-01-14 Beth Ann Wright Learning model for competency based performance
US20140089836A1 (en) * 2012-09-21 2014-03-27 Md Revolution, Inc. Interactive graphical user interfaces for implementing personalized health and wellness programs
US8702430B2 (en) 2007-08-17 2014-04-22 Adidas International Marketing B.V. Sports electronic training system, and applications thereof
US8745496B2 (en) 2006-09-21 2014-06-03 Apple Inc. Variable I/O interface for portable media device
US20140172437A1 (en) * 2012-12-14 2014-06-19 International Business Machines Corporation Visualization for health education to facilitate planning for intervention, adaptation and adherence
US20140207486A1 (en) * 2011-08-31 2014-07-24 Lifeguard Health Networks, Inc. Health management system
US20140257053A1 (en) * 2011-01-09 2014-09-11 Fitbit, Inc. Biometric monitoring device having a body weight sensor, and methods of operating same
US20140297006A1 (en) * 2010-03-12 2014-10-02 Rajendra Padma Sadhu System and method for providing physiological feedback and rewards for engaging user and retention of customer
US20140337041A1 (en) * 2012-03-30 2014-11-13 Joseph Madden Mobile Application for Defining, Sharing and Rewarding Compliance with a Blood Glucose Level Monitoring Regimen
US20140378777A1 (en) * 2013-06-21 2014-12-25 Google Inc. Physiological Measurement Using Wearable Device
US20140377725A1 (en) * 2008-08-27 2014-12-25 4Food, Llc Method and system for nutritional profiling utilizing a trainable database
US8944968B2 (en) 2005-02-02 2015-02-03 Mad Dogg Athletics, Inc. Programmed exercise bicycle with computer aided guidance
US8956290B2 (en) 2006-09-21 2015-02-17 Apple Inc. Lifestyle companion system
US8963692B2 (en) * 2010-10-29 2015-02-24 Cisco Technology, Inc. Aggregating and routing sensor data at a community sensor-coordinating entity
WO2015048683A1 (en) * 2013-09-27 2015-04-02 Futurewei Technologies, Inc. Health management context-aware platform on smartphone
WO2015068815A1 (en) * 2013-11-08 2015-05-14 パナソニックヘルスケアホールディングス株式会社 Medical assistance system, medical assistance device, medical assistance method, and medical assistance program
US9092811B2 (en) 2011-06-01 2015-07-28 International Business Machines Corporation Guideline-based food purchase management
US9202111B2 (en) 2011-01-09 2015-12-01 Fitbit, Inc. Fitness monitoring device with user engagement metric functionality
US20150379888A1 (en) * 2014-06-27 2015-12-31 Robert C Hill Online personality testing providing individual contextual assessments in a secure integrated environment
US9378335B2 (en) 2009-11-23 2016-06-28 Keas, Inc. Risk factor engine that determines a user health score using a food consumption trend, and predicted user weights
US9421420B2 (en) 2013-08-23 2016-08-23 Futurewei Technologies, Inc. Wellness/exercise management method and system by wellness/exercise mode based on context-awareness platform on smartphone
US20160250518A1 (en) * 2015-02-27 2016-09-01 Panasonic Intellectual Property Management Co., Ltd. Online coaching method enabling online communication between trainer and trainee
JP2016163684A (en) * 2015-02-27 2016-09-08 パナソニックIpマネジメント株式会社 Online coaching method, online coaching system, and control device
WO2016049090A3 (en) * 2014-09-22 2016-10-13 Alexander Petrov System and method to assist a user in achieving a goal
US20160300103A1 (en) * 2015-04-07 2016-10-13 Tri2Focus Inc. System for processing exertion data derived from exertion detection devices
US20160321948A1 (en) * 2015-04-28 2016-11-03 Panasonic Intellectual Property Management Co., Ltd. Content provision support method for supporting provision of content with which a more suitable training effect is exhibited
WO2016200732A1 (en) * 2015-06-06 2016-12-15 Helparound, Inc. Contextual patient support
US20170061820A1 (en) * 2015-03-01 2017-03-02 Babak Firoozbakhsh Goal based monetary reward system
US20170083673A1 (en) * 2015-09-17 2017-03-23 Thomas J. DAWSON, III Systems and methods for estimating lifecare service costs
US9697740B2 (en) 2013-08-23 2017-07-04 Futurewei Technologies, Inc. Wellness management method and system by wellness mode based on context-awareness platform on smartphone
US9734146B1 (en) 2011-10-07 2017-08-15 Cerner Innovation, Inc. Ontology mapper
US9753618B1 (en) 2016-05-11 2017-09-05 Vignet Incorporated Multi-level architecture for dynamically generating interactive program modules
WO2017181278A1 (en) * 2016-04-19 2017-10-26 Vivametrica Ltd. Apparatus and methodologies for personal health analysis
US9848061B1 (en) 2016-10-28 2017-12-19 Vignet Incorporated System and method for rules engine that dynamically adapts application behavior
WO2018005381A1 (en) * 2016-06-26 2018-01-04 Faculty Medical Group Of Llusm Systems and methods related to wellness map for promoting health of patients
US9907396B1 (en) 2012-10-10 2018-03-06 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US9921726B1 (en) 2016-06-03 2018-03-20 Steelcase Inc. Smart workstation method and system
US20180121187A1 (en) * 2016-02-10 2018-05-03 Vignet Incorporated Publishing customized application modules
US9974492B1 (en) 2015-06-05 2018-05-22 Life365, Inc. Health monitoring and communications device
US9983775B2 (en) 2016-03-10 2018-05-29 Vignet Incorporated Dynamic user interfaces based on multiple data sources
US10038952B2 (en) 2014-02-04 2018-07-31 Steelcase Inc. Sound management systems for improving workplace efficiency
US10085562B1 (en) 2016-10-17 2018-10-02 Steelcase Inc. Ergonomic seating system, tilt-lock control and remote powering method and appartus
US10185513B1 (en) 2015-06-05 2019-01-22 Life365, Inc. Device configured for dynamic software change
US10188890B2 (en) 2013-12-26 2019-01-29 Icon Health & Fitness, Inc. Magnetic resistance mechanism in a cable machine
US10220259B2 (en) 2012-01-05 2019-03-05 Icon Health & Fitness, Inc. System and method for controlling an exercise device
US10226396B2 (en) 2014-06-20 2019-03-12 Icon Health & Fitness, Inc. Post workout massage device
US10249385B1 (en) 2012-05-01 2019-04-02 Cerner Innovation, Inc. System and method for record linkage
US10272317B2 (en) 2016-03-18 2019-04-30 Icon Health & Fitness, Inc. Lighted pace feature in a treadmill
US10279212B2 (en) 2013-03-14 2019-05-07 Icon Health & Fitness, Inc. Strength training apparatus with flywheel and related methods
US20190207814A1 (en) * 2017-11-03 2019-07-04 Vignet Incorporated Systems and methods for managing operation of devices in complex systems and changing environments
US10388411B1 (en) 2015-09-02 2019-08-20 Life365, Inc. Device configured for functional diagnosis and updates
US10391361B2 (en) 2015-02-27 2019-08-27 Icon Health & Fitness, Inc. Simulating real-world terrain on an exercise device
US10426989B2 (en) 2014-06-09 2019-10-01 Icon Health & Fitness, Inc. Cable system incorporated into a treadmill
US10431336B1 (en) 2010-10-01 2019-10-01 Cerner Innovation, Inc. Computerized systems and methods for facilitating clinical decision making
US10433612B2 (en) 2014-03-10 2019-10-08 Icon Health & Fitness, Inc. Pressure sensor to quantify work
US10446273B1 (en) 2013-08-12 2019-10-15 Cerner Innovation, Inc. Decision support with clinical nomenclatures
US10453562B2 (en) * 2014-05-08 2019-10-22 ProductVisionaries, LLC Consumer-oriented biometrics data management and analysis system
US10483003B1 (en) 2013-08-12 2019-11-19 Cerner Innovation, Inc. Dynamically determining risk of clinical condition
US10493349B2 (en) 2016-03-18 2019-12-03 Icon Health & Fitness, Inc. Display on exercise device
US10521557B2 (en) 2017-11-03 2019-12-31 Vignet Incorporated Systems and methods for providing dynamic, individualized digital therapeutics for cancer prevention, detection, treatment, and survivorship
EP3549090A4 (en) * 2016-12-22 2020-01-22 Samsung Electronics Co., Ltd. A method of allowing a user to receive information associated with a goal
US10553319B1 (en) 2019-03-14 2020-02-04 Kpn Innovations, Llc Artificial intelligence systems and methods for vibrant constitutional guidance
US10560135B1 (en) 2015-06-05 2020-02-11 Life365, Inc. Health, wellness and activity monitor
US10628553B1 (en) 2010-12-30 2020-04-21 Cerner Innovation, Inc. Health information transformation system
US10625137B2 (en) 2016-03-18 2020-04-21 Icon Health & Fitness, Inc. Coordinated displays in an exercise device
US20200164247A1 (en) * 2018-11-28 2020-05-28 International Business Machine Corporation Observation-based break prediction for sporting events
US10671705B2 (en) 2016-09-28 2020-06-02 Icon Health & Fitness, Inc. Customizing recipe recommendations
CN111450484A (en) * 2020-04-01 2020-07-28 随机漫步(上海)体育科技有限公司 Method for assisting bicycle training, readable storage medium and electronic equipment
US10734115B1 (en) 2012-08-09 2020-08-04 Cerner Innovation, Inc Clinical decision support for sepsis
US10769241B1 (en) 2013-02-07 2020-09-08 Cerner Innovation, Inc. Discovering context-specific complexity and utilization sequences
US10776739B2 (en) 2014-09-30 2020-09-15 Apple Inc. Fitness challenge E-awards
US10775974B2 (en) 2018-08-10 2020-09-15 Vignet Incorporated User responsive dynamic architecture
US10827829B1 (en) 2012-10-10 2020-11-10 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US20210005316A1 (en) * 2019-07-03 2021-01-07 Kenneth Neumann Methods and systems for an artificial intelligence advisory system for textual analysis
US10946311B1 (en) 2013-02-07 2021-03-16 Cerner Innovation, Inc. Discovering context-specific serial health trajectories
US10987028B2 (en) 2018-05-07 2021-04-27 Apple Inc. Displaying user interfaces associated with physical activities
US11039778B2 (en) 2018-03-12 2021-06-22 Apple Inc. User interfaces for health monitoring
US11056235B2 (en) 2019-08-19 2021-07-06 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11107580B1 (en) * 2020-06-02 2021-08-31 Apple Inc. User interfaces for health applications
US11127308B2 (en) 2016-05-11 2021-09-21 Vignet Incorporated Personalized digital therapeutic interventions
US20210295368A1 (en) * 2020-03-23 2021-09-23 Capital One Services, Llc Card rewards trigger automatic online order
US11152100B2 (en) 2019-06-01 2021-10-19 Apple Inc. Health application user interfaces
US11158423B2 (en) 2018-10-26 2021-10-26 Vignet Incorporated Adapted digital therapeutic plans based on biomarkers
US11209957B2 (en) 2019-06-01 2021-12-28 Apple Inc. User interfaces for cycle tracking
US11223899B2 (en) 2019-06-01 2022-01-11 Apple Inc. User interfaces for managing audio exposure
US11228835B2 (en) 2019-06-01 2022-01-18 Apple Inc. User interfaces for managing audio exposure
US11238979B1 (en) 2019-02-01 2022-02-01 Vignet Incorporated Digital biomarkers for health research, digital therapeautics, and precision medicine
US11244104B1 (en) 2016-09-29 2022-02-08 Vignet Incorporated Context-aware surveys and sensor data collection for health research
US11266330B2 (en) 2019-09-09 2022-03-08 Apple Inc. Research study user interfaces
US11276005B2 (en) 2018-11-28 2022-03-15 International Business Machines Corporation Cognitive assessment based recommendations
US11281553B1 (en) 2021-04-16 2022-03-22 Vignet Incorporated Digital systems for enrolling participants in health research and decentralized clinical trials
US11302448B1 (en) 2020-08-05 2022-04-12 Vignet Incorporated Machine learning to select digital therapeutics
US11317833B2 (en) 2018-05-07 2022-05-03 Apple Inc. Displaying user interfaces associated with physical activities
US11322260B1 (en) 2020-08-05 2022-05-03 Vignet Incorporated Using predictive models to predict disease onset and select pharmaceuticals
US11329683B1 (en) 2015-06-05 2022-05-10 Life365, Inc. Device configured for functional diagnosis and updates
US11348667B2 (en) 2010-10-08 2022-05-31 Cerner Innovation, Inc. Multi-site clinical decision support
US11398310B1 (en) 2010-10-01 2022-07-26 Cerner Innovation, Inc. Clinical decision support for sepsis
US11404154B2 (en) 2019-05-06 2022-08-02 Apple Inc. Activity trends and workouts
US20220244818A1 (en) * 2019-04-24 2022-08-04 Kumanu, Inc. Electronic Devices and Methods for Self-Affirmation and Development of Purposeful Behavior
US11423758B2 (en) 2018-04-09 2022-08-23 State Farm Mutual Automobile Insurance Company Sensing peripheral heuristic evidence, reinforcement, and engagement system
US11423754B1 (en) 2014-10-07 2022-08-23 State Farm Mutual Automobile Insurance Company Systems and methods for improved assisted or independent living environments
US11445817B2 (en) 2019-09-13 2022-09-20 Ergotron, Inc. Workstation height-adjustment monitoring
US11456080B1 (en) 2020-08-05 2022-09-27 Vignet Incorporated Adjusting disease data collection to provide high-quality health data to meet needs of different communities
US11504011B1 (en) 2020-08-05 2022-11-22 Vignet Incorporated Early detection and prevention of infectious disease transmission using location data and geofencing
US20230047253A1 (en) * 2020-01-22 2023-02-16 Healthpointe Solutions, Inc. System and Method for Dynamic Goal Management in Care Plans
US11586524B1 (en) 2021-04-16 2023-02-21 Vignet Incorporated Assisting researchers to identify opportunities for new sub-studies in digital health research and decentralized clinical trials
US20230186340A1 (en) * 2019-10-29 2023-06-15 State Farm Mutual Automobile Insurance Company Methods and systems for rewarding personal well-being
US11688516B2 (en) 2021-01-19 2023-06-27 State Farm Mutual Automobile Insurance Company Alert systems for senior living engagement and care support platforms
US11698710B2 (en) 2020-08-31 2023-07-11 Apple Inc. User interfaces for logging user activities
US11705230B1 (en) 2021-11-30 2023-07-18 Vignet Incorporated Assessing health risks using genetic, epigenetic, and phenotypic data sources
US11730420B2 (en) 2019-12-17 2023-08-22 Cerner Innovation, Inc. Maternal-fetal sepsis indicator
US11763919B1 (en) 2020-10-13 2023-09-19 Vignet Incorporated Platform to increase patient engagement in clinical trials through surveys presented on mobile devices
US11789837B1 (en) 2021-02-03 2023-10-17 Vignet Incorporated Adaptive data collection in clinical trials to increase the likelihood of on-time completion of a trial
US11819735B2 (en) * 2008-10-03 2023-11-21 Adidas Ag Program products, methods, and systems for providing location-aware fitness monitoring services
US11830588B2 (en) 2020-04-30 2023-11-28 Kpn Innovations, Llc Methods and systems for a physiologically informed virtual support network
US11875890B2 (en) 2020-11-05 2024-01-16 Reach Fitness Llc Fitness and nutrition management system
US11894129B1 (en) 2019-07-03 2024-02-06 State Farm Mutual Automobile Insurance Company Senior living care coordination platforms
US11894117B1 (en) 2013-02-07 2024-02-06 Cerner Innovation, Inc. Discovering context-specific complexity and utilization sequences
US11901083B1 (en) 2021-11-30 2024-02-13 Vignet Incorporated Using genetic and phenotypic data sets for drug discovery clinical trials
US11915827B2 (en) 2019-03-14 2024-02-27 Kenneth Neumann Methods and systems for classification to prognostic labels
US11996190B2 (en) 2013-12-04 2024-05-28 Apple Inc. Wellness aggregator
US12002588B2 (en) 2019-07-17 2024-06-04 Apple Inc. Health event logging and coaching user interfaces
US12020814B1 (en) 2013-08-12 2024-06-25 Cerner Innovation, Inc. User interface for clinical decision support
US12080421B2 (en) 2013-12-04 2024-09-03 Apple Inc. Wellness aggregator

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101663669B (en) 2007-04-20 2016-12-28 皇家飞利浦电子股份有限公司 Group coaching system and method
EP2510492A4 (en) * 2009-12-11 2016-04-20 Azacorp Pty Ltd Health record
EP2458518A3 (en) * 2010-11-26 2013-12-18 Samsung Electronics Co., Ltd. Remote healthcare system and healthcare method using the same
EP2463796A3 (en) * 2010-12-07 2014-04-16 Samsung Electronics Co., Ltd. Health care device, method and graphical user interface for health care
US9654949B2 (en) 2015-09-25 2017-05-16 Samsung Electronics Co., Ltd. Automatic construction of personalized, peer-derived messages for mobile health applications
CN111654825B (en) * 2020-06-02 2022-03-25 Tcl通讯(宁波)有限公司 Checkpoint passing management method, device and storage medium

Citations (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5997476A (en) * 1997-03-28 1999-12-07 Health Hero Network, Inc. Networked system for interactive communication and remote monitoring of individuals
US20020072932A1 (en) * 2000-12-11 2002-06-13 Bala Swamy Health personal digital assistant
US6478736B1 (en) * 1999-10-08 2002-11-12 Healthetech, Inc. Integrated calorie management system
US6513532B2 (en) * 2000-01-19 2003-02-04 Healthetech, Inc. Diet and activity-monitoring device
US20030101078A1 (en) * 2000-06-22 2003-05-29 Fridolin Voegeli System for maintenance and management of health
US20030130595A1 (en) * 2001-08-13 2003-07-10 Mault James R. Health improvement systems and methods
US6595929B2 (en) * 2001-03-30 2003-07-22 Bodymedia, Inc. System for monitoring health, wellness and fitness having a method and apparatus for improved measurement of heat flow
US6602191B2 (en) * 1999-12-17 2003-08-05 Q-Tec Systems Llp Method and apparatus for health and disease management combining patient data monitoring with wireless internet connectivity
US20030208113A1 (en) * 2001-07-18 2003-11-06 Mault James R Closed loop glycemic index system
US6735479B2 (en) * 2000-06-14 2004-05-11 Medtronic, Inc. Lifestyle management system
US20040176666A1 (en) * 2001-07-20 2004-09-09 Daryl Chait Health and wellbeing monitoring and advisory system
US6811516B1 (en) * 1999-10-29 2004-11-02 Brian M. Dugan Methods and apparatus for monitoring and encouraging health and fitness
US6817979B2 (en) * 2002-06-28 2004-11-16 Nokia Corporation System and method for interacting with a user's virtual physiological model via a mobile terminal
US20050075542A1 (en) * 2000-12-27 2005-04-07 Rami Goldreich System and method for automatic monitoring of the health of a user
US20050113649A1 (en) * 2003-07-28 2005-05-26 Bergantino Paul V. Method and apparatus for managing a user's health
US6976958B2 (en) * 2000-12-15 2005-12-20 Q-Tec Systems Llc Method and apparatus for health and disease management combining patient data monitoring with wireless internet connectivity

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6039688A (en) * 1996-11-01 2000-03-21 Salus Media Inc. Therapeutic behavior modification program, compliance monitoring and feedback system
US6151586A (en) * 1996-12-23 2000-11-21 Health Hero Network, Inc. Computerized reward system for encouraging participation in a health management program
US6269339B1 (en) * 1997-04-04 2001-07-31 Real Age, Inc. System and method for developing and selecting a customized wellness plan
US6735561B1 (en) * 2000-03-29 2004-05-11 At&T Corp. Effective deployment of temporal noise shaping (TNS) filters
US20020128864A1 (en) * 2001-03-06 2002-09-12 Maus Christopher T. Computerized information processing and retrieval system

Patent Citations (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5997476A (en) * 1997-03-28 1999-12-07 Health Hero Network, Inc. Networked system for interactive communication and remote monitoring of individuals
US6478736B1 (en) * 1999-10-08 2002-11-12 Healthetech, Inc. Integrated calorie management system
US6811516B1 (en) * 1999-10-29 2004-11-02 Brian M. Dugan Methods and apparatus for monitoring and encouraging health and fitness
US6602191B2 (en) * 1999-12-17 2003-08-05 Q-Tec Systems Llp Method and apparatus for health and disease management combining patient data monitoring with wireless internet connectivity
US6936007B2 (en) * 1999-12-17 2005-08-30 Q-Tec Systems Llp Method and apparatus for health and disease management combining patient data monitoring with wireless internet connectivity
US6513532B2 (en) * 2000-01-19 2003-02-04 Healthetech, Inc. Diet and activity-monitoring device
US6735479B2 (en) * 2000-06-14 2004-05-11 Medtronic, Inc. Lifestyle management system
US20030101078A1 (en) * 2000-06-22 2003-05-29 Fridolin Voegeli System for maintenance and management of health
US20020072932A1 (en) * 2000-12-11 2002-06-13 Bala Swamy Health personal digital assistant
US6976958B2 (en) * 2000-12-15 2005-12-20 Q-Tec Systems Llc Method and apparatus for health and disease management combining patient data monitoring with wireless internet connectivity
US20050075542A1 (en) * 2000-12-27 2005-04-07 Rami Goldreich System and method for automatic monitoring of the health of a user
US6595929B2 (en) * 2001-03-30 2003-07-22 Bodymedia, Inc. System for monitoring health, wellness and fitness having a method and apparatus for improved measurement of heat flow
US20030208113A1 (en) * 2001-07-18 2003-11-06 Mault James R Closed loop glycemic index system
US20040176666A1 (en) * 2001-07-20 2004-09-09 Daryl Chait Health and wellbeing monitoring and advisory system
US20030130595A1 (en) * 2001-08-13 2003-07-10 Mault James R. Health improvement systems and methods
US6817979B2 (en) * 2002-06-28 2004-11-16 Nokia Corporation System and method for interacting with a user's virtual physiological model via a mobile terminal
US20050113649A1 (en) * 2003-07-28 2005-05-26 Bergantino Paul V. Method and apparatus for managing a user's health

Cited By (402)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9694240B2 (en) 2005-02-02 2017-07-04 Mad Dogg Athletics, Inc. Programmed exercise bicycle with computer aided guidance
US10137328B2 (en) 2005-02-02 2018-11-27 Mad Dogg Athletics, Inc. Programmed exercise bicycle with computer aided guidance
US11908564B2 (en) 2005-02-02 2024-02-20 Mad Dogg Athletics, Inc. Programmed exercise bicycle with computer aided guidance
US8944968B2 (en) 2005-02-02 2015-02-03 Mad Dogg Athletics, Inc. Programmed exercise bicycle with computer aided guidance
US20070033082A1 (en) * 2005-08-02 2007-02-08 Wyman Center, Inc. Methods and systems for promoting positive youth development
US20070219057A1 (en) * 2005-10-28 2007-09-20 Eric Fleishman Remote communication exercise training
US20070146116A1 (en) * 2005-12-22 2007-06-28 Sony Ericsson Mobile Communications Ab Wireless communications device with integrated user activity module
US8529409B1 (en) * 2006-02-22 2013-09-10 Jennifer Lesea-Ames Mobile personal fitness training
US20080015891A1 (en) * 2006-07-12 2008-01-17 Medai, Inc. Method and System to Assess an Acute and Chronic Disease Impact Index
US20080076637A1 (en) * 2006-09-21 2008-03-27 Apple Inc. Dynamically adaptive scheduling system
EP2418597A1 (en) * 2006-09-21 2012-02-15 Apple Inc. Dynamically adaptive scheduling system
US8745496B2 (en) 2006-09-21 2014-06-03 Apple Inc. Variable I/O interface for portable media device
US8429223B2 (en) 2006-09-21 2013-04-23 Apple Inc. Systems and methods for facilitating group activities
US8956290B2 (en) 2006-09-21 2015-02-17 Apple Inc. Lifestyle companion system
US8235724B2 (en) * 2006-09-21 2012-08-07 Apple Inc. Dynamically adaptive scheduling system
US8001472B2 (en) 2006-09-21 2011-08-16 Apple Inc. Systems and methods for providing audio and visual cues via a portable electronic device
US9646137B2 (en) 2006-09-21 2017-05-09 Apple Inc. Systems and methods for providing audio and visual cues via a portable electronic device
US20080076972A1 (en) * 2006-09-21 2008-03-27 Apple Inc. Integrated sensors for tracking performance metrics
US11157150B2 (en) 2006-09-21 2021-10-26 Apple Inc. Variable I/O interface for portable media device
US9864491B2 (en) 2006-09-21 2018-01-09 Apple Inc. Variable I/O interface for portable media device
US9881326B2 (en) 2006-09-21 2018-01-30 Apple Inc. Systems and methods for facilitating group activities
US10534514B2 (en) 2006-09-21 2020-01-14 Apple Inc. Variable I/O interface for portable media device
US20080103555A1 (en) * 2006-10-24 2008-05-01 Kent Dicks Systems and methods for wireless processing and medical device monitoring activation
US20080097909A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for processing and transmittal of data from a plurality of medical devices
US8131566B2 (en) 2006-10-24 2012-03-06 Medapps, Inc. System for facility management of medical data and patient interface
US8131564B2 (en) 2006-10-24 2012-03-06 Medapps, Inc. Method for medical data collection and transmission
US8131565B2 (en) 2006-10-24 2012-03-06 Medapps, Inc. System for medical data collection and transmission
US20080183502A1 (en) * 2006-10-24 2008-07-31 Kent Dicks Systems and methods for remote patient monitoring and communication
US8126730B2 (en) 2006-10-24 2012-02-28 Medapps, Inc. Systems and methods for storage and forwarding of medical data
US20080215120A1 (en) * 2006-10-24 2008-09-04 Kent Dicks Systems and methods for wireless processing, storage, and forwarding of medical data
US20080215360A1 (en) * 2006-10-24 2008-09-04 Kent Dicks Systems and methods for medical data interchange interface
US20080218376A1 (en) * 2006-10-24 2008-09-11 Kent Dicks Wireless processing systems and methods for medical device monitoring and interface
US20080224852A1 (en) * 2006-10-24 2008-09-18 Kent Dicks Systems and methods for wireless processing and medical device monitoring using mobile computing devices
US8209195B2 (en) 2006-10-24 2012-06-26 Medapps, Inc. System for personal emergency intervention
US10019552B2 (en) 2006-10-24 2018-07-10 Alere Connect, Llc Systems and methods for remote patient monitoring and storage and forwarding of patient information
US8126734B2 (en) 2006-10-24 2012-02-28 Medapps, Inc. Systems and methods for adapter-based communication with a medical device
US20110213621A1 (en) * 2006-10-24 2011-09-01 Kent Dicks Systems and methods for wireless processing, storage, and forwarding of medical data
US8155982B2 (en) 2006-10-24 2012-04-10 Medapps, Inc. Methods for sampling and relaying patient medical data
US20080103370A1 (en) * 2006-10-24 2008-05-01 Kent Dicks Systems and methods for medical data interchange activation
US8126733B2 (en) 2006-10-24 2012-02-28 Medapps, Inc. Systems and methods for medical data interchange using mobile computing devices
US20080103554A1 (en) * 2006-10-24 2008-05-01 Kent Dicks Systems and methods for medical data interchange via remote command execution
US20080097552A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for medical data interchange using mobile computing devices
US20080097917A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for wireless processing and medical device monitoring via remote command execution
US20090234672A1 (en) * 2006-10-24 2009-09-17 Kent Dicks Systems and methods for remote patient monitoring and storage and forwarding of patient information
US9619621B2 (en) 2006-10-24 2017-04-11 Kent Dicks Systems and methods for medical data interchange via remote command execution
US9543920B2 (en) 2006-10-24 2017-01-10 Kent E. Dicks Methods for voice communication through personal emergency response system
US8126729B2 (en) 2006-10-24 2012-02-28 Medapps, Inc. Systems and methods for processing and transmittal of data from a plurality of medical devices
US8126732B2 (en) 2006-10-24 2012-02-28 Medapps, Inc. Systems and methods for processing and transmittal of medical data through multiple interfaces
US8126731B2 (en) 2006-10-24 2012-02-28 Medapps, Inc. Systems and methods for medical data interchange activation
US8126728B2 (en) 2006-10-24 2012-02-28 Medapps, Inc. Systems and methods for processing and transmittal of medical data through an intermediary device
US20080097908A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for processing and transmittal of medical data through an intermediary device
US8140356B2 (en) 2006-10-24 2012-03-20 Medapps, Inc. System for sampling and relaying patient medical data
US8966235B2 (en) 2006-10-24 2015-02-24 Kent E. Dicks System for remote provisioning of electronic devices by overlaying an initial image with an updated image
US20080097913A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for wireless processing and transmittal of data from a plurality of medical devices
US8954719B2 (en) 2006-10-24 2015-02-10 Kent E. Dicks Method for remote provisioning of electronic devices by overlaying an initial image with an updated image
US20080097551A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for storage and forwarding of medical data
US20080097550A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for remote patient monitoring and command execution
US8126735B2 (en) 2006-10-24 2012-02-28 Medapps, Inc. Systems and methods for remote patient monitoring and user interface
US20080097914A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for wireless processing and transmittal of medical data through multiple interfaces
US20110179405A1 (en) * 2006-10-24 2011-07-21 Dicks Kent E Systems for remote provisioning of electronic devices
US20110167250A1 (en) * 2006-10-24 2011-07-07 Dicks Kent E Methods for remote provisioning of eletronic devices
US20110066555A1 (en) * 2006-10-24 2011-03-17 Kent Dicks Systems and methods for wireless processing and transmittal of medical data through an intermediary device
US20110078441A1 (en) * 2006-10-24 2011-03-31 Kent Dicks Systems and methods for wireless processing and medical device monitoring via remote command execution
US20080097793A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for remote patient monitoring and user interface
US20080097911A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for adapter-based communication with a medical device
US20110093287A1 (en) * 2006-10-24 2011-04-21 Kent Dicks Methods for personal emergency intervention
US20110093285A1 (en) * 2006-10-24 2011-04-21 Kent Dicks Methods for sampling and relaying patient medical data
US20110093284A1 (en) * 2006-10-24 2011-04-21 Kent Dicks System for medical data collection and transmission
US20110093283A1 (en) * 2006-10-24 2011-04-21 Kent Dicks Method for medical data collection and transmission
US20110093297A1 (en) * 2006-10-24 2011-04-21 Kent Dicks System for personal emergency intervention
US20110093286A1 (en) * 2006-10-24 2011-04-21 Kent Dicks System for sampling and relaying patient medical data
US20080097910A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for processing and transmittal of medical data through multiple interfaces
US20080097912A1 (en) * 2006-10-24 2008-04-24 Kent Dicks Systems and methods for wireless processing and transmittal of medical data through an intermediary device
US8214549B2 (en) 2006-10-24 2012-07-03 Medapps, Inc. Methods for personal emergency intervention
US20110161111A1 (en) * 2006-10-24 2011-06-30 Dicks Kent E System for facility management of medical data and patient interface
US20110158430A1 (en) * 2006-10-24 2011-06-30 Dicks Kent E Methods for voice communication through personal emergency response system
US8540516B2 (en) * 2006-11-27 2013-09-24 Pharos Innovations, Llc Optimizing behavioral change based on a patient statistical profile
US8540515B2 (en) * 2006-11-27 2013-09-24 Pharos Innovations, Llc Optimizing behavioral change based on a population statistical profile
US8540517B2 (en) * 2006-11-27 2013-09-24 Pharos Innovations, Llc Calculating a behavioral path based on a statistical profile
US20080126277A1 (en) * 2006-11-27 2008-05-29 Pharos Innovations, Llc Optimizing behavioral change based on a patient statistical profile
US20080124689A1 (en) * 2006-11-27 2008-05-29 Pharos Innovations, Llc Calculating a behavioral path based on a statistical profile
US20080126276A1 (en) * 2006-11-27 2008-05-29 Pharos Innovations, Llc Optimizing behavioral change based on a population statistical profile
US20080157971A1 (en) * 2006-12-27 2008-07-03 Francesca Schuler Dynamic updating of product profiles for active lifestyles
US20080162555A1 (en) * 2006-12-27 2008-07-03 Motorola, Inc. Active lifestyle management
US20080157966A1 (en) * 2006-12-27 2008-07-03 Motorola, Inc. Monitoring for radio frequency enabled items based on activity profiles
US7924158B2 (en) 2006-12-27 2011-04-12 Motorola Mobility, Inc. Dynamic updating of product profiles for active lifestyles
US7834762B2 (en) * 2006-12-27 2010-11-16 Motorola, Inc. Monitoring for radio frequency enabled items based on activity profiles
US11705234B2 (en) 2007-01-15 2023-07-18 Deka Products Limited Partnership Device and method for food management
EP2109395A2 (en) * 2007-01-15 2009-10-21 Deka Products Limited Partnership Device and method for food management
US20080198012A1 (en) * 2007-01-15 2008-08-21 Dean Kamen Device and Method for Food Management
EP2109395A4 (en) * 2007-01-15 2010-01-20 Deka Products Lp Device and method for food management
US7999674B2 (en) 2007-01-15 2011-08-16 Deka Products Limited Partnership Device and method for food management
US8162804B2 (en) 2007-02-14 2012-04-24 Nike, Inc. Collection and display of athletic information
US11081223B2 (en) 2007-02-14 2021-08-03 Nike, Inc. Collection and display of athletic information
US10307639B2 (en) 2007-02-14 2019-06-04 Nike, Inc. Collection and display of athletic information
US20090287067A1 (en) * 2007-03-27 2009-11-19 Apple Inc. Integrated sensors for tracking performance metrics
US7688208B2 (en) 2007-04-26 2010-03-30 Motorola, Inc. Monitoring for radio frequency enabled items based on shared group activity profiles
US20080266093A1 (en) * 2007-04-26 2008-10-30 Motorola, Inc. Monitoring for radio frequency enabled items based on shared group activity profiles
US20080312955A1 (en) * 2007-06-18 2008-12-18 Group Benefits, Ltd. System for preventative measures to maintain health and wellness
US12020588B2 (en) 2007-08-17 2024-06-25 Adidas International Marketing B.V. Sports electronic training system, and applications thereof
US9645165B2 (en) 2007-08-17 2017-05-09 Adidas International Marketing B.V. Sports electronic training system with sport ball, and applications thereof
US10062297B2 (en) 2007-08-17 2018-08-28 Adidas International Marketing B.V. Sports electronic training system, and applications thereof
US8702430B2 (en) 2007-08-17 2014-04-22 Adidas International Marketing B.V. Sports electronic training system, and applications thereof
US7927253B2 (en) * 2007-08-17 2011-04-19 Adidas International Marketing B.V. Sports electronic training system with electronic gaming features, and applications thereof
US8221290B2 (en) 2007-08-17 2012-07-17 Adidas International Marketing B.V. Sports electronic training system with electronic gaming features, and applications thereof
US9087159B2 (en) 2007-08-17 2015-07-21 Adidas International Marketing B.V. Sports electronic training system with sport ball, and applications thereof
US8360904B2 (en) 2007-08-17 2013-01-29 Adidas International Marketing Bv Sports electronic training system with sport ball, and applications thereof
US9242142B2 (en) 2007-08-17 2016-01-26 Adidas International Marketing B.V. Sports electronic training system with sport ball and electronic gaming features
US9759738B2 (en) 2007-08-17 2017-09-12 Adidas International Marketing B.V. Sports electronic training system, and applications thereof
US9625485B2 (en) 2007-08-17 2017-04-18 Adidas International Marketing B.V. Sports electronic training system, and applications thereof
US20090076335A1 (en) * 2007-09-18 2009-03-19 Sensei, Inc. System and method for increasing compliance with a health plan
US20140180700A1 (en) * 2007-09-18 2014-06-26 Humana Innovations Enterprises, Inc. System and method for increasing compliance with a health plan
US20090075781A1 (en) * 2007-09-18 2009-03-19 Sensei, Inc. System for incorporating data from biometric devices into a feedback message to a mobile device
US8560336B2 (en) * 2007-09-18 2013-10-15 Humana Innovations Enterprises, Inc. System and method for increasing compliance with a health plan
US20090076885A1 (en) * 2007-09-19 2009-03-19 Fein Gene S Multiple Data Transfers to Generate User Dependent Lifestyle Choice Recommendation
US20090093341A1 (en) * 2007-10-03 2009-04-09 James Terry L Music and Accelerometer Combination Device for Collecting, Converting, Displaying and Communicating Data
US20090099873A1 (en) * 2007-10-10 2009-04-16 Karl Vincent Kurple Method and Apparatus for Monitoring Calorie, Nutritent, and Expense of Food Consumption and Effect on Long Term and Short Term State
US20110090086A1 (en) * 2007-10-22 2011-04-21 Kent Dicks Systems for personal emergency intervention
US20090112935A1 (en) * 2007-10-29 2009-04-30 Hefta-Gaub Bradly D Integrating activity log information with user-specified content
US20090156364A1 (en) * 2007-12-18 2009-06-18 International Business Machines Corporation Exercise regime management tool
US20090234667A1 (en) * 2007-12-19 2009-09-17 Thayne Timmy R Systems and methods for enabling collaboration and coordination of support
US9724589B2 (en) 2008-03-05 2017-08-08 Mad Dogg Athletics, Inc. Programmable exercise bicycle
US20090227429A1 (en) * 2008-03-05 2009-09-10 Baudhuin John R Programmable exercise bicycle
US8951168B2 (en) * 2008-03-05 2015-02-10 Mad Dogg Athletics, Inc. Programmable exercise bicycle
US20090259493A1 (en) * 2008-04-11 2009-10-15 Venon Medhi O Mobile health book
US20090264711A1 (en) * 2008-04-17 2009-10-22 Motorola, Inc. Behavior modification recommender
US8381124B2 (en) * 2008-07-30 2013-02-19 The Regents Of The University Of California Single select clinical informatics
US20100083164A1 (en) * 2008-07-30 2010-04-01 Martin Neil A Single Select Clinical Informatics
US20100035726A1 (en) * 2008-08-07 2010-02-11 John Fisher Cardio-fitness station with virtual-reality capability
US20140377725A1 (en) * 2008-08-27 2014-12-25 4Food, Llc Method and system for nutritional profiling utilizing a trainable database
US11819735B2 (en) * 2008-10-03 2023-11-21 Adidas Ag Program products, methods, and systems for providing location-aware fitness monitoring services
US20100097193A1 (en) * 2008-10-22 2010-04-22 Palo Alto Medical Foundation Lifestyle management system and method
US20110060635A1 (en) * 2008-10-31 2011-03-10 Discovery Holdings, Ltd. System and method for motivating healthy eating and a wellness plan related thereto
US20100184565A1 (en) * 2009-01-17 2010-07-22 Matthew Avellino Device for Optimized Exercise Training of a Diabetic
WO2010087969A1 (en) * 2009-01-27 2010-08-05 Keas, Inc. Protocol authoring for a health coaching service
US20100191544A1 (en) * 2009-01-27 2010-07-29 Adam Bosworth Protocol Authoring for a Health Coaching Service
US8527213B2 (en) 2009-07-21 2013-09-03 Ntt Docomo, Inc. Monitoring wellness using a wireless handheld device
US20110022332A1 (en) * 2009-07-21 2011-01-27 Ntt Docomo, Inc. Monitoring wellness using a wireless handheld device
WO2011011243A1 (en) * 2009-07-21 2011-01-27 Ntt Docomo, Inc. Monitoring wellness using a wireless handheld device
EP2488980A1 (en) * 2009-10-16 2012-08-22 Koninklijke Philips Electronics N.V. Method of generating a personalized exercise program for a user
US20110098156A1 (en) * 2009-10-26 2011-04-28 Apple Inc. Systems and methods for accessing personalized fitness services using a portable electronic device
US8083643B2 (en) * 2009-10-26 2011-12-27 Apple Inc. Systems and methods for accessing personalized fitness services using a portable electronic device
US9378335B2 (en) 2009-11-23 2016-06-28 Keas, Inc. Risk factor engine that determines a user health score using a food consumption trend, and predicted user weights
US20110154419A1 (en) * 2009-12-18 2011-06-23 Electronics And Telecommunications Research Institute Apparatus and method for providing remote medical services and open iptv platform apparatus
US8830297B2 (en) 2009-12-18 2014-09-09 Electronics And Telecommunications Research Institute Apparatus and method for providing remote medical services via an API and an open IPTV platform apparatus
US20140297006A1 (en) * 2010-03-12 2014-10-02 Rajendra Padma Sadhu System and method for providing physiological feedback and rewards for engaging user and retention of customer
US9275376B2 (en) * 2010-03-25 2016-03-01 Nokia Technologies Oy Method and apparatus for providing soft reminders
US20110239158A1 (en) * 2010-03-25 2011-09-29 Nokia Corporation Method and apparatus for providing soft reminders
US8628331B1 (en) * 2010-04-06 2014-01-14 Beth Ann Wright Learning model for competency based performance
US20110288378A1 (en) * 2010-05-24 2011-11-24 Codd Timothy D Method of Administering A Lifestyle Tracking System
US9052809B2 (en) * 2010-05-26 2015-06-09 General Electric Company Systems and methods for situational application development and deployment with patient event monitoring
US20110295616A1 (en) * 2010-05-26 2011-12-01 General Electric Company Systems and methods for situational application development and deployment with patient event monitoring
US11087881B1 (en) 2010-10-01 2021-08-10 Cerner Innovation, Inc. Computerized systems and methods for facilitating clinical decision making
US11398310B1 (en) 2010-10-01 2022-07-26 Cerner Innovation, Inc. Clinical decision support for sepsis
US11615889B1 (en) 2010-10-01 2023-03-28 Cerner Innovation, Inc. Computerized systems and methods for facilitating clinical decision making
US10431336B1 (en) 2010-10-01 2019-10-01 Cerner Innovation, Inc. Computerized systems and methods for facilitating clinical decision making
US12020819B2 (en) 2010-10-01 2024-06-25 Cerner Innovation, Inc. Computerized systems and methods for facilitating clinical decision making
US11348667B2 (en) 2010-10-08 2022-05-31 Cerner Innovation, Inc. Multi-site clinical decision support
US11967406B2 (en) 2010-10-08 2024-04-23 Cerner Innovation, Inc. Multi-site clinical decision support
US20120105199A1 (en) * 2010-10-29 2012-05-03 Cisco Technology, Inc. Validating Sensor Data at a Community Sensor-Coordinating Entity
US8963692B2 (en) * 2010-10-29 2015-02-24 Cisco Technology, Inc. Aggregating and routing sensor data at a community sensor-coordinating entity
US8631352B2 (en) 2010-12-30 2014-01-14 Cerner Innovation, Inc. Provider care cards
US9111018B2 (en) * 2010-12-30 2015-08-18 Cerner Innovation, Inc Patient care cards
US11742092B2 (en) 2010-12-30 2023-08-29 Cerner Innovation, Inc. Health information transformation system
US20120174018A1 (en) * 2010-12-30 2012-07-05 Cerner Innovation, Inc. Patient Care Cards
US10628553B1 (en) 2010-12-30 2020-04-21 Cerner Innovation, Inc. Health information transformation system
US9202111B2 (en) 2011-01-09 2015-12-01 Fitbit, Inc. Fitness monitoring device with user engagement metric functionality
US9247884B2 (en) 2011-01-09 2016-02-02 Fitbit, Inc. Biometric monitoring device having a body weight sensor, and methods of operating same
US9433357B2 (en) 2011-01-09 2016-09-06 Fitbit, Inc. Biometric monitoring device having a body weight sensor, and methods of operating same
US9830426B2 (en) 2011-01-09 2017-11-28 Fitbit, Inc. Fitness monitoring device with user engagement metric functionality
US9173577B2 (en) * 2011-01-09 2015-11-03 Fitbit, Inc. Biometric monitoring device having a body weight sensor, and methods of operating same
US9173576B2 (en) * 2011-01-09 2015-11-03 Fitbit, Inc. Biometric monitoring device having a body weight sensor, and methods of operating same
US20140257053A1 (en) * 2011-01-09 2014-09-11 Fitbit, Inc. Biometric monitoring device having a body weight sensor, and methods of operating same
US20140377729A1 (en) * 2011-01-09 2014-12-25 Fitbit, Inc. Biometric monitoring device having a body weight sensor, and methods of operating same
US9092811B2 (en) 2011-06-01 2015-07-28 International Business Machines Corporation Guideline-based food purchase management
US20140207486A1 (en) * 2011-08-31 2014-07-24 Lifeguard Health Networks, Inc. Health management system
US11308166B1 (en) 2011-10-07 2022-04-19 Cerner Innovation, Inc. Ontology mapper
US10268687B1 (en) 2011-10-07 2019-04-23 Cerner Innovation, Inc. Ontology mapper
US9734146B1 (en) 2011-10-07 2017-08-15 Cerner Innovation, Inc. Ontology mapper
US11720639B1 (en) 2011-10-07 2023-08-08 Cerner Innovation, Inc. Ontology mapper
US20130137552A1 (en) * 2011-11-25 2013-05-30 Sony Corporation Electronic fitness trainer and method for operating an electronic fitness trainer
US10220259B2 (en) 2012-01-05 2019-03-05 Icon Health & Fitness, Inc. System and method for controlling an exercise device
US20130198672A1 (en) * 2012-01-31 2013-08-01 Samsung Electronics Co., Ltd. Method of managing information related to an exercise amount and display apparatus using the same, and server of the display apparatus
US20140337041A1 (en) * 2012-03-30 2014-11-13 Joseph Madden Mobile Application for Defining, Sharing and Rewarding Compliance with a Blood Glucose Level Monitoring Regimen
US20130268292A1 (en) * 2012-04-08 2013-10-10 Samsung Electronics Co., Ltd. User terminal device and system for performing user customized health management, and methods thereof
AU2013205245B2 (en) * 2012-04-08 2015-12-17 Samsung Electronics Co., Ltd. User terminal device and system for performing user customized health management, and methods thereof
EP2648123A1 (en) * 2012-04-08 2013-10-09 Samsung Electronics Co., Ltd User terminal device and system for performing user customized health management, and methods thereof
US12062420B2 (en) 2012-05-01 2024-08-13 Cerner Innovation, Inc. System and method for record linkage
US11749388B1 (en) 2012-05-01 2023-09-05 Cerner Innovation, Inc. System and method for record linkage
US11361851B1 (en) 2012-05-01 2022-06-14 Cerner Innovation, Inc. System and method for record linkage
US10580524B1 (en) 2012-05-01 2020-03-03 Cerner Innovation, Inc. System and method for record linkage
US10249385B1 (en) 2012-05-01 2019-04-02 Cerner Innovation, Inc. System and method for record linkage
WO2013174055A1 (en) * 2012-05-21 2013-11-28 Lee Wen-Ching Health management service system and method therefor
US10734115B1 (en) 2012-08-09 2020-08-04 Cerner Innovation, Inc Clinical decision support for sepsis
US20140089836A1 (en) * 2012-09-21 2014-03-27 Md Revolution, Inc. Interactive graphical user interfaces for implementing personalized health and wellness programs
US11081238B2 (en) 2012-09-21 2021-08-03 Md Revolution, Inc. Interactive graphical user interfaces for implementing personalized health and wellness programs
US11929180B2 (en) * 2012-09-21 2024-03-12 Md Revolution, Inc. Systems and methods for implementing personalized health and wellness programs
US11610691B2 (en) 2012-09-21 2023-03-21 Md Revolution, Inc. Systems and methods for implementing personalized health and wellness programs
US9852266B2 (en) * 2012-09-21 2017-12-26 Md Revolution, Inc. Interactive graphical user interfaces for implementing personalized health and wellness programs
US20230197290A1 (en) * 2012-09-21 2023-06-22 Md Revolution, Inc. Systems and methods for implementing personalized health and wellness programs
US10130169B1 (en) 2012-10-10 2018-11-20 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US10866578B1 (en) 2012-10-10 2020-12-15 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US10133261B2 (en) 2012-10-10 2018-11-20 Steelcase Inc. Height-adjustable support surface and system for encouraging human movement and promoting wellness
US10691108B1 (en) 2012-10-10 2020-06-23 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US10719064B1 (en) 2012-10-10 2020-07-21 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US10802473B2 (en) 2012-10-10 2020-10-13 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US10206498B1 (en) 2012-10-10 2019-02-19 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US10209705B1 (en) 2012-10-10 2019-02-19 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US10827829B1 (en) 2012-10-10 2020-11-10 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US10130170B1 (en) 2012-10-10 2018-11-20 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US9907396B1 (en) 2012-10-10 2018-03-06 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US9971340B1 (en) 2012-10-10 2018-05-15 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US11918116B1 (en) 2012-10-10 2024-03-05 Steelcase Inc. Height adjustable support surface and system for encouraging human movement and promoting wellness
US20140172437A1 (en) * 2012-12-14 2014-06-19 International Business Machines Corporation Visualization for health education to facilitate planning for intervention, adaptation and adherence
US20140172455A1 (en) * 2012-12-14 2014-06-19 International Business Machines Corporation Visualization for health education to facilitate planning for intervention, adaptation and adherence
US11232860B1 (en) 2013-02-07 2022-01-25 Cerner Innovation, Inc. Discovering context-specific serial health trajectories
US11894117B1 (en) 2013-02-07 2024-02-06 Cerner Innovation, Inc. Discovering context-specific complexity and utilization sequences
US11145396B1 (en) 2013-02-07 2021-10-12 Cerner Innovation, Inc. Discovering context-specific complexity and utilization sequences
US11923056B1 (en) 2013-02-07 2024-03-05 Cerner Innovation, Inc. Discovering context-specific complexity and utilization sequences
US10769241B1 (en) 2013-02-07 2020-09-08 Cerner Innovation, Inc. Discovering context-specific complexity and utilization sequences
US10946311B1 (en) 2013-02-07 2021-03-16 Cerner Innovation, Inc. Discovering context-specific serial health trajectories
US10279212B2 (en) 2013-03-14 2019-05-07 Icon Health & Fitness, Inc. Strength training apparatus with flywheel and related methods
US10485458B2 (en) 2013-06-21 2019-11-26 Verily Life Sciences Llc Physiological measurement using wearable device
US20140378777A1 (en) * 2013-06-21 2014-12-25 Google Inc. Physiological Measurement Using Wearable Device
US11657916B2 (en) 2013-06-21 2023-05-23 Verily Life Sciences Llc Physiological measurement using wearable device
US9662050B2 (en) * 2013-06-21 2017-05-30 Verify Life Sciences LLC Physiological measurement using wearable device
US10854334B1 (en) 2013-08-12 2020-12-01 Cerner Innovation, Inc. Enhanced natural language processing
US10483003B1 (en) 2013-08-12 2019-11-19 Cerner Innovation, Inc. Dynamically determining risk of clinical condition
US10957449B1 (en) 2013-08-12 2021-03-23 Cerner Innovation, Inc. Determining new knowledge for clinical decision support
US11749407B1 (en) 2013-08-12 2023-09-05 Cerner Innovation, Inc. Enhanced natural language processing
US10446273B1 (en) 2013-08-12 2019-10-15 Cerner Innovation, Inc. Decision support with clinical nomenclatures
US12020814B1 (en) 2013-08-12 2024-06-25 Cerner Innovation, Inc. User interface for clinical decision support
US11929176B1 (en) 2013-08-12 2024-03-12 Cerner Innovation, Inc. Determining new knowledge for clinical decision support
US11842816B1 (en) 2013-08-12 2023-12-12 Cerner Innovation, Inc. Dynamic assessment for decision support
US11581092B1 (en) 2013-08-12 2023-02-14 Cerner Innovation, Inc. Dynamic assessment for decision support
US11527326B2 (en) 2013-08-12 2022-12-13 Cerner Innovation, Inc. Dynamically determining risk of clinical condition
US9421420B2 (en) 2013-08-23 2016-08-23 Futurewei Technologies, Inc. Wellness/exercise management method and system by wellness/exercise mode based on context-awareness platform on smartphone
US11069435B2 (en) 2013-08-23 2021-07-20 Futurewei Technologies, Inc. Wellness management method and system by wellness mode based on context-awareness platform on smartphone
US9697740B2 (en) 2013-08-23 2017-07-04 Futurewei Technologies, Inc. Wellness management method and system by wellness mode based on context-awareness platform on smartphone
US9731166B2 (en) 2013-08-23 2017-08-15 Futurewei Technologies, Inc. Wellness management method and system by wellness mode based on context-awareness platform on smartphone
WO2015048683A1 (en) * 2013-09-27 2015-04-02 Futurewei Technologies, Inc. Health management context-aware platform on smartphone
WO2015068815A1 (en) * 2013-11-08 2015-05-14 パナソニックヘルスケアホールディングス株式会社 Medical assistance system, medical assistance device, medical assistance method, and medical assistance program
US12080421B2 (en) 2013-12-04 2024-09-03 Apple Inc. Wellness aggregator
US11996190B2 (en) 2013-12-04 2024-05-28 Apple Inc. Wellness aggregator
US12094604B2 (en) 2013-12-04 2024-09-17 Apple Inc. Wellness aggregator
US10188890B2 (en) 2013-12-26 2019-01-29 Icon Health & Fitness, Inc. Magnetic resistance mechanism in a cable machine
US10869118B2 (en) 2014-02-04 2020-12-15 Steelcase Inc. Sound management systems for improving workplace efficiency
US10419842B2 (en) 2014-02-04 2019-09-17 Steelcase Inc. Sound management systems for improving workplace efficiency
US10038952B2 (en) 2014-02-04 2018-07-31 Steelcase Inc. Sound management systems for improving workplace efficiency
US10433612B2 (en) 2014-03-10 2019-10-08 Icon Health & Fitness, Inc. Pressure sensor to quantify work
US10453562B2 (en) * 2014-05-08 2019-10-22 ProductVisionaries, LLC Consumer-oriented biometrics data management and analysis system
US10426989B2 (en) 2014-06-09 2019-10-01 Icon Health & Fitness, Inc. Cable system incorporated into a treadmill
US10226396B2 (en) 2014-06-20 2019-03-12 Icon Health & Fitness, Inc. Post workout massage device
US11189187B2 (en) 2014-06-27 2021-11-30 Robert C. Hill Online personality testing providing individual contextual assessments in a secure integrated environment
US20150379888A1 (en) * 2014-06-27 2015-12-31 Robert C Hill Online personality testing providing individual contextual assessments in a secure integrated environment
US10297167B2 (en) * 2014-06-27 2019-05-21 Robert C Hill Online personality testing providing individual contextual assessments in a secure integrated environment
WO2016049090A3 (en) * 2014-09-22 2016-10-13 Alexander Petrov System and method to assist a user in achieving a goal
US10776739B2 (en) 2014-09-30 2020-09-15 Apple Inc. Fitness challenge E-awards
US11868939B2 (en) 2014-09-30 2024-01-09 Apple Inc. Fitness challenge e-awards
US11468388B2 (en) 2014-09-30 2022-10-11 Apple Inc. Fitness challenge E-awards
US11423754B1 (en) 2014-10-07 2022-08-23 State Farm Mutual Automobile Insurance Company Systems and methods for improved assisted or independent living environments
CN105931508A (en) * 2015-02-27 2016-09-07 松下知识产权经营株式会社 Online Coaching Method And System And Control Device
US20160250518A1 (en) * 2015-02-27 2016-09-01 Panasonic Intellectual Property Management Co., Ltd. Online coaching method enabling online communication between trainer and trainee
JP2016163684A (en) * 2015-02-27 2016-09-08 パナソニックIpマネジメント株式会社 Online coaching method, online coaching system, and control device
US10391361B2 (en) 2015-02-27 2019-08-27 Icon Health & Fitness, Inc. Simulating real-world terrain on an exercise device
US10671707B2 (en) * 2015-02-27 2020-06-02 Panasonic Intellectual Property Management Co., Ltd. Online coaching method enabling online communication between trainer and trainee
US20170061820A1 (en) * 2015-03-01 2017-03-02 Babak Firoozbakhsh Goal based monetary reward system
US20160300103A1 (en) * 2015-04-07 2016-10-13 Tri2Focus Inc. System for processing exertion data derived from exertion detection devices
US10188905B2 (en) * 2015-04-07 2019-01-29 Tri2Focus, Inc. System for processing exertion data derived from exertion detection devices
US20160321948A1 (en) * 2015-04-28 2016-11-03 Panasonic Intellectual Property Management Co., Ltd. Content provision support method for supporting provision of content with which a more suitable training effect is exhibited
US11329683B1 (en) 2015-06-05 2022-05-10 Life365, Inc. Device configured for functional diagnosis and updates
US10185513B1 (en) 2015-06-05 2019-01-22 Life365, Inc. Device configured for dynamic software change
US10695007B1 (en) 2015-06-05 2020-06-30 Life365, Inc. Health monitoring and communications device
US10560135B1 (en) 2015-06-05 2020-02-11 Life365, Inc. Health, wellness and activity monitor
US11150828B2 (en) 2015-06-05 2021-10-19 Life365, Inc Device configured for dynamic software change
US9974492B1 (en) 2015-06-05 2018-05-22 Life365, Inc. Health monitoring and communications device
US10942664B2 (en) 2015-06-05 2021-03-09 Life365, Inc. Device configured for dynamic software change
WO2016200732A1 (en) * 2015-06-06 2016-12-15 Helparound, Inc. Contextual patient support
US10388411B1 (en) 2015-09-02 2019-08-20 Life365, Inc. Device configured for functional diagnosis and updates
US20170083673A1 (en) * 2015-09-17 2017-03-23 Thomas J. DAWSON, III Systems and methods for estimating lifecare service costs
US10705816B2 (en) * 2016-02-10 2020-07-07 Vignet Incorporated Publishing customized application modules
US11954470B2 (en) 2016-02-10 2024-04-09 Vignet Incorporated On-demand decentralized collection of clinical data from digital devices of remote patients
US20180121187A1 (en) * 2016-02-10 2018-05-03 Vignet Incorporated Publishing customized application modules
US9983775B2 (en) 2016-03-10 2018-05-29 Vignet Incorporated Dynamic user interfaces based on multiple data sources
US10625137B2 (en) 2016-03-18 2020-04-21 Icon Health & Fitness, Inc. Coordinated displays in an exercise device
US10493349B2 (en) 2016-03-18 2019-12-03 Icon Health & Fitness, Inc. Display on exercise device
US10272317B2 (en) 2016-03-18 2019-04-30 Icon Health & Fitness, Inc. Lighted pace feature in a treadmill
WO2017181278A1 (en) * 2016-04-19 2017-10-26 Vivametrica Ltd. Apparatus and methodologies for personal health analysis
US11450223B1 (en) 2016-05-11 2022-09-20 Vignet Incorporated Digital health system for effective behavior change
US11127308B2 (en) 2016-05-11 2021-09-21 Vignet Incorporated Personalized digital therapeutic interventions
US9753618B1 (en) 2016-05-11 2017-09-05 Vignet Incorporated Multi-level architecture for dynamically generating interactive program modules
US11450224B1 (en) 2016-05-11 2022-09-20 Vignet Incorporated Customizing health programs based on individual outcomes
US10565892B1 (en) 2016-05-11 2020-02-18 Vignet Incorporated Multi-level architecture for dynamically generating interactive program modules
US10459611B1 (en) 2016-06-03 2019-10-29 Steelcase Inc. Smart workstation method and system
US9921726B1 (en) 2016-06-03 2018-03-20 Steelcase Inc. Smart workstation method and system
WO2018005381A1 (en) * 2016-06-26 2018-01-04 Faculty Medical Group Of Llusm Systems and methods related to wellness map for promoting health of patients
US10671705B2 (en) 2016-09-28 2020-06-02 Icon Health & Fitness, Inc. Customizing recipe recommendations
US11244104B1 (en) 2016-09-29 2022-02-08 Vignet Incorporated Context-aware surveys and sensor data collection for health research
US11507737B1 (en) 2016-09-29 2022-11-22 Vignet Incorporated Increasing survey completion rates and data quality for health monitoring programs
US11675971B1 (en) 2016-09-29 2023-06-13 Vignet Incorporated Context-aware surveys and sensor data collection for health research
US11501060B1 (en) 2016-09-29 2022-11-15 Vignet Incorporated Increasing effectiveness of surveys for digital health monitoring
US10631640B2 (en) 2016-10-17 2020-04-28 Steelcase Inc. Ergonomic seating system, tilt-lock control and remote powering method and apparatus
US10863825B1 (en) 2016-10-17 2020-12-15 Steelcase Inc. Ergonomic seating system, tilt-lock control and remote powering method and apparatus
US10085562B1 (en) 2016-10-17 2018-10-02 Steelcase Inc. Ergonomic seating system, tilt-lock control and remote powering method and appartus
US10390620B2 (en) 2016-10-17 2019-08-27 Steelcase Inc. Ergonomic seating system, tilt-lock control and remote powering method and apparatus
US11487531B2 (en) * 2016-10-28 2022-11-01 Vignet Incorporated Customizing applications for health monitoring using rules and program data
US10587729B1 (en) 2016-10-28 2020-03-10 Vignet Incorporated System and method for rules engine that dynamically adapts application behavior
US11321082B2 (en) * 2016-10-28 2022-05-03 Vignet Incorporated Patient engagement in digital health programs
US9848061B1 (en) 2016-10-28 2017-12-19 Vignet Incorporated System and method for rules engine that dynamically adapts application behavior
EP3549090A4 (en) * 2016-12-22 2020-01-22 Samsung Electronics Co., Ltd. A method of allowing a user to receive information associated with a goal
US11191999B2 (en) 2016-12-22 2021-12-07 Samsung Electronics Co. Ltd. Method of allowing a user to receive information associated with a goal
US11374810B2 (en) 2017-11-03 2022-06-28 Vignet Incorporated Monitoring adherence and dynamically adjusting digital therapeutics
US11700175B2 (en) 2017-11-03 2023-07-11 Vignet Incorporated Personalized digital therapeutics to reduce medication side effects
US11153156B2 (en) * 2017-11-03 2021-10-19 Vignet Incorporated Achieving personalized outcomes with digital therapeutic applications
US10521557B2 (en) 2017-11-03 2019-12-31 Vignet Incorporated Systems and methods for providing dynamic, individualized digital therapeutics for cancer prevention, detection, treatment, and survivorship
US11616688B1 (en) 2017-11-03 2023-03-28 Vignet Incorporated Adapting delivery of digital therapeutics for precision medicine
US20190207814A1 (en) * 2017-11-03 2019-07-04 Vignet Incorporated Systems and methods for managing operation of devices in complex systems and changing environments
US11153159B2 (en) 2017-11-03 2021-10-19 Vignet Incorporated Digital therapeutics for precision medicine
US11381450B1 (en) * 2017-11-03 2022-07-05 Vignet Incorporated Altering digital therapeutics over time to achieve desired outcomes
US10938651B2 (en) 2017-11-03 2021-03-02 Vignet Incorporated Reducing medication side effects using digital therapeutics
US11950916B2 (en) 2018-03-12 2024-04-09 Apple Inc. User interfaces for health monitoring
US11202598B2 (en) 2018-03-12 2021-12-21 Apple Inc. User interfaces for health monitoring
US11039778B2 (en) 2018-03-12 2021-06-22 Apple Inc. User interfaces for health monitoring
US11887461B2 (en) 2018-04-09 2024-01-30 State Farm Mutual Automobile Insurance Company Sensing peripheral heuristic evidence, reinforcement, and engagement system
US11462094B2 (en) 2018-04-09 2022-10-04 State Farm Mutual Automobile Insurance Company Sensing peripheral heuristic evidence, reinforcement, and engagement system
US11869328B2 (en) 2018-04-09 2024-01-09 State Farm Mutual Automobile Insurance Company Sensing peripheral heuristic evidence, reinforcement, and engagement system
US11423758B2 (en) 2018-04-09 2022-08-23 State Farm Mutual Automobile Insurance Company Sensing peripheral heuristic evidence, reinforcement, and engagement system
US11670153B2 (en) 2018-04-09 2023-06-06 State Farm Mutual Automobile Insurance Company Sensing peripheral heuristic evidence, reinforcement, and engagement system
US11317833B2 (en) 2018-05-07 2022-05-03 Apple Inc. Displaying user interfaces associated with physical activities
US10987028B2 (en) 2018-05-07 2021-04-27 Apple Inc. Displaying user interfaces associated with physical activities
US11712179B2 (en) 2018-05-07 2023-08-01 Apple Inc. Displaying user interfaces associated with physical activities
US11103161B2 (en) 2018-05-07 2021-08-31 Apple Inc. Displaying user interfaces associated with physical activities
US11409417B1 (en) 2018-08-10 2022-08-09 Vignet Incorporated Dynamic engagement of patients in clinical and digital health research
US10775974B2 (en) 2018-08-10 2020-09-15 Vignet Incorporated User responsive dynamic architecture
US11520466B1 (en) 2018-08-10 2022-12-06 Vignet Incorporated Efficient distribution of digital health programs for research studies
US11158423B2 (en) 2018-10-26 2021-10-26 Vignet Incorporated Adapted digital therapeutic plans based on biomarkers
US20200164247A1 (en) * 2018-11-28 2020-05-28 International Business Machine Corporation Observation-based break prediction for sporting events
US10953280B2 (en) * 2018-11-28 2021-03-23 International Business Machines Corporation Observation-based break prediction for sporting events
US11276005B2 (en) 2018-11-28 2022-03-15 International Business Machines Corporation Cognitive assessment based recommendations
US11238979B1 (en) 2019-02-01 2022-02-01 Vignet Incorporated Digital biomarkers for health research, digital therapeautics, and precision medicine
US11923079B1 (en) 2019-02-01 2024-03-05 Vignet Incorporated Creating and testing digital bio-markers based on genetic and phenotypic data for therapeutic interventions and clinical trials
US10553319B1 (en) 2019-03-14 2020-02-04 Kpn Innovations, Llc Artificial intelligence systems and methods for vibrant constitutional guidance
US11915827B2 (en) 2019-03-14 2024-02-27 Kenneth Neumann Methods and systems for classification to prognostic labels
US20220244818A1 (en) * 2019-04-24 2022-08-04 Kumanu, Inc. Electronic Devices and Methods for Self-Affirmation and Development of Purposeful Behavior
US11791031B2 (en) 2019-05-06 2023-10-17 Apple Inc. Activity trends and workouts
US11972853B2 (en) 2019-05-06 2024-04-30 Apple Inc. Activity trends and workouts
US11404154B2 (en) 2019-05-06 2022-08-02 Apple Inc. Activity trends and workouts
US11209957B2 (en) 2019-06-01 2021-12-28 Apple Inc. User interfaces for cycle tracking
US11152100B2 (en) 2019-06-01 2021-10-19 Apple Inc. Health application user interfaces
US11527316B2 (en) 2019-06-01 2022-12-13 Apple Inc. Health application user interfaces
US11223899B2 (en) 2019-06-01 2022-01-11 Apple Inc. User interfaces for managing audio exposure
US11228835B2 (en) 2019-06-01 2022-01-18 Apple Inc. User interfaces for managing audio exposure
US11842806B2 (en) 2019-06-01 2023-12-12 Apple Inc. Health application user interfaces
US11234077B2 (en) 2019-06-01 2022-01-25 Apple Inc. User interfaces for managing audio exposure
US12079714B2 (en) * 2019-07-03 2024-09-03 Kpn Innovations, Llc Methods and systems for an artificial intelligence advisory system for textual analysis
US20210005316A1 (en) * 2019-07-03 2021-01-07 Kenneth Neumann Methods and systems for an artificial intelligence advisory system for textual analysis
US11894129B1 (en) 2019-07-03 2024-02-06 State Farm Mutual Automobile Insurance Company Senior living care coordination platforms
US12002588B2 (en) 2019-07-17 2024-06-04 Apple Inc. Health event logging and coaching user interfaces
US11393585B2 (en) 2019-08-19 2022-07-19 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11996194B2 (en) 2019-08-19 2024-05-28 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11923087B2 (en) 2019-08-19 2024-03-05 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11056235B2 (en) 2019-08-19 2021-07-06 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11380439B2 (en) 2019-08-19 2022-07-05 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11682489B2 (en) 2019-08-19 2023-06-20 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11908578B2 (en) 2019-08-19 2024-02-20 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11367527B1 (en) 2019-08-19 2022-06-21 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11114203B1 (en) 2019-08-19 2021-09-07 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11901071B2 (en) 2019-08-19 2024-02-13 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11107581B1 (en) 2019-08-19 2021-08-31 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11923086B2 (en) 2019-08-19 2024-03-05 State Farm Mutual Automobile Insurance Company Senior living engagement and care support platforms
US11266330B2 (en) 2019-09-09 2022-03-08 Apple Inc. Research study user interfaces
US12127829B2 (en) 2019-09-09 2024-10-29 Apple Inc. Research study user interfaces
US12121142B2 (en) 2019-09-13 2024-10-22 Ergotron, Inc. Workstation height-adjustment monitoring
US11839293B2 (en) 2019-09-13 2023-12-12 Ergotron, Inc. Workstation height-adjustment monitoring
US11445817B2 (en) 2019-09-13 2022-09-20 Ergotron, Inc. Workstation height-adjustment monitoring
US20230186340A1 (en) * 2019-10-29 2023-06-15 State Farm Mutual Automobile Insurance Company Methods and systems for rewarding personal well-being
US11730420B2 (en) 2019-12-17 2023-08-22 Cerner Innovation, Inc. Maternal-fetal sepsis indicator
US20230047253A1 (en) * 2020-01-22 2023-02-16 Healthpointe Solutions, Inc. System and Method for Dynamic Goal Management in Care Plans
US20210295368A1 (en) * 2020-03-23 2021-09-23 Capital One Services, Llc Card rewards trigger automatic online order
CN111450484A (en) * 2020-04-01 2020-07-28 随机漫步(上海)体育科技有限公司 Method for assisting bicycle training, readable storage medium and electronic equipment
US11830588B2 (en) 2020-04-30 2023-11-28 Kpn Innovations, Llc Methods and systems for a physiologically informed virtual support network
US11107580B1 (en) * 2020-06-02 2021-08-31 Apple Inc. User interfaces for health applications
US11710563B2 (en) 2020-06-02 2023-07-25 Apple Inc. User interfaces for health applications
US11194455B1 (en) 2020-06-02 2021-12-07 Apple Inc. User interfaces for health applications
US11482328B2 (en) 2020-06-02 2022-10-25 Apple Inc. User interfaces for health applications
US11594330B2 (en) 2020-06-02 2023-02-28 Apple Inc. User interfaces for health applications
US11456080B1 (en) 2020-08-05 2022-09-27 Vignet Incorporated Adjusting disease data collection to provide high-quality health data to meet needs of different communities
US11504011B1 (en) 2020-08-05 2022-11-22 Vignet Incorporated Early detection and prevention of infectious disease transmission using location data and geofencing
US11302448B1 (en) 2020-08-05 2022-04-12 Vignet Incorporated Machine learning to select digital therapeutics
US11322260B1 (en) 2020-08-05 2022-05-03 Vignet Incorporated Using predictive models to predict disease onset and select pharmaceuticals
US12001648B2 (en) 2020-08-31 2024-06-04 Apple Inc. User interfaces for logging user activities
US11698710B2 (en) 2020-08-31 2023-07-11 Apple Inc. User interfaces for logging user activities
US11763919B1 (en) 2020-10-13 2023-09-19 Vignet Incorporated Platform to increase patient engagement in clinical trials through surveys presented on mobile devices
US11875890B2 (en) 2020-11-05 2024-01-16 Reach Fitness Llc Fitness and nutrition management system
US11935651B2 (en) 2021-01-19 2024-03-19 State Farm Mutual Automobile Insurance Company Alert systems for senior living engagement and care support platforms
US11688516B2 (en) 2021-01-19 2023-06-27 State Farm Mutual Automobile Insurance Company Alert systems for senior living engagement and care support platforms
US11789837B1 (en) 2021-02-03 2023-10-17 Vignet Incorporated Adaptive data collection in clinical trials to increase the likelihood of on-time completion of a trial
US11645180B1 (en) 2021-04-16 2023-05-09 Vignet Incorporated Predicting and increasing engagement for participants in decentralized clinical trials
US11586524B1 (en) 2021-04-16 2023-02-21 Vignet Incorporated Assisting researchers to identify opportunities for new sub-studies in digital health research and decentralized clinical trials
US11281553B1 (en) 2021-04-16 2022-03-22 Vignet Incorporated Digital systems for enrolling participants in health research and decentralized clinical trials
US11901083B1 (en) 2021-11-30 2024-02-13 Vignet Incorporated Using genetic and phenotypic data sets for drug discovery clinical trials
US11705230B1 (en) 2021-11-30 2023-07-18 Vignet Incorporated Assessing health risks using genetic, epigenetic, and phenotypic data sources

Also Published As

Publication number Publication date
WO2006094288A2 (en) 2006-09-08
WO2006094288A3 (en) 2007-11-08

Similar Documents

Publication Publication Date Title
US20060205564A1 (en) Method and apparatus for mobile health and wellness management incorporating real-time coaching and feedback, community and rewards
US11929180B2 (en) Systems and methods for implementing personalized health and wellness programs
US20200356353A1 (en) Publishing customized application modules
US11462327B2 (en) Automated health data acquisition, processing and communication system
US8429223B2 (en) Systems and methods for facilitating group activities
AU2007297673B2 (en) Dynamically adaptive scheduling system
US8001472B2 (en) Systems and methods for providing audio and visual cues via a portable electronic device
US8956290B2 (en) Lifestyle companion system
US7955219B2 (en) Exercise community system
US20200279500A1 (en) System and Method to Assist a User In Achieving a Goal
EP3680913A1 (en) Automated health data acquisition, processing and communication system
US20120129139A1 (en) Disease management system using personalized education, patient support community and telemonitoring
US20030036683A1 (en) Method, system and computer program product for internet-enabled, patient monitoring system
US20140317528A1 (en) Methods and systems for generating customized user plans
US20230017196A1 (en) System and method for rules engine that dynamically adapts application behavior
US20110087503A1 (en) System and method of providing patients incentives for healthy behaviors
US20150325143A1 (en) Micro-Coaching for Healthy Habits
WO2010141251A2 (en) System and methods for sourcing and managing healthcare related resources
WO2022251866A1 (en) Generating recommendations by utilizing machine learning
US20240257986A1 (en) Systems and methods for implementing personalized health and wellness programs
Allous Optimizing User Engagement in Fitness Apps: A Comparative Analysis of Features and User Models
AU2016210760A1 (en) Dynamically adaptive scheduling system
Mata et al. A Development Methodology for a Stroke Rehabilitation Monitoring Application
Norman et al. How to deliver physical activity messages
Abdullah Dietmate: Your Partner in Diabetes Management

Legal Events

Date Code Title Description
AS Assignment

Owner name: EQUILIBRIO, CALIFORNIA

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:PETERSON, ERIC K.;REEL/FRAME:018825/0854

Effective date: 20070116

STCB Information on status: application discontinuation

Free format text: ABANDONED -- FAILURE TO RESPOND TO AN OFFICE ACTION