CN110033857A - A kind of cloud system for urine detection instrument - Google Patents
A kind of cloud system for urine detection instrument Download PDFInfo
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- CN110033857A CN110033857A CN201910250396.8A CN201910250396A CN110033857A CN 110033857 A CN110033857 A CN 110033857A CN 201910250396 A CN201910250396 A CN 201910250396A CN 110033857 A CN110033857 A CN 110033857A
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Abstract
The invention discloses a kind of cloud systems for urine detection instrument, are related to medical analysis equipment technology field.The present invention includes cloud database module, doctor terminal software module, patient end software module, kith and kin end software module, social module, e-commerce module and cloud intelligent analysis module, cloud database module save beyond the clouds the detection data of patient and with patient end software module carry out data it is synchronous, cloud database module is supported to testing result artificial treatment each time, cloud database module further includes user account management submodule and patient end update module, doctor terminal software module is distributed automatically instructs doctor to patient user, patient's detection information and medical history are sent to and corresponding instruct doctor by doctor terminal software module.The present invention by each function integration in one, simplifies operating procedure, strengthens medical treatment communication efficiency by cooperating between modules.
Description
Technical field
The present invention relates to medical analysis equipment technology field, specially a kind of cloud system for urine detection instrument.
Background technique
It is continuously improved with the development of social economy and people's health consciousness, people are for the daily of self health status
Detection and disease prevention regulatory requirement are increasingly enhanced, and the especially consciousness of family health care prevention and disease control is more and more stronger, city
Field has a extensive future.It is to judge health status, such as the heart by detection body indices in the current most common detection method
Electricity, ultrasound, blood examination, urine examination etc., wherein urine detection is due to becoming health with the advantages such as noninvasive, simple, quick, at low cost
Detect the most commonly seen method of inspection.
Traditional urine detection is to carry out sample detecting to hospital, since consuming time is long, testing cost is high, testing process
Cumbersome, the problems such as detection efficiency is low, brings many inconvenience to user, and more and more users are using passing through portable urine examination equipment
It is in urinalysis test paper and voluntarily completes urine detection.Current urine detection instrument is mostly by carrying out color identification to test paper
Hit the target analytical judgment, and data analysis and process is carried out by cloud system, calculating energy big with data storage capacity
A variety of advantages such as power is strong, treatment effeciency is high, safety and stability become common Data Analysis Services mode.But current urine
Detection system still has following shortcoming: one, can only carry out off-line test, data cannot be automatically saved to cloud；
Two, manually will test result offers doctor to needs, time-consuming and laborious, very inconvenient；Three, lack various intelligent Services: be automatically reminded to,
Automatic detection abnormality, voice broadcast etc.；Four, it cannot be interacted with doctor, the guidance of doctor can not be obtained in time；Five, sick
Interaction is unable between friend；In order to make urine detection system that there is better user experience, it is necessary to solve the above problems.
Summary of the invention
In view of the deficiencies of the prior art, it the present invention provides a kind of cloud system for urine detection instrument, solves
State the problem of proposing in background technique.
In order to achieve the above object, the present invention is achieved by the following technical programs: a kind of cloud for urine detection instrument
End system, including cloud database module, doctor terminal software module, patient end software module, kith and kin end software module, social mould
Block, e-commerce module and cloud intelligent analysis module；
The cloud database module saves the detection data of patient beyond the clouds and counts with patient end software module
According to synchronization, the cloud database module supports that the cloud database module is also wrapped to testing result artificial treatment each time
Include user account management submodule and patient end update module；
The doctor terminal software module is distributed automatically instructs doctor to patient user, and the doctor terminal software module is by patient
Detection information and medical history be sent to it is corresponding instruct doctor, the doctor terminal software module will instruct the guiding opinion of doctor to feed back to
Patient end software module；
The patient end software module provides urine Indexs measure result and PUSH message to patient user, the patient
End software module further includes conditions of patients information feedback submodule；
Patient information is sent to patient kith and kin by kith and kin end software module, and patient kith and kin pass through kith and kin end software module
Online help is provided to patient user；
The social activity module is for realizing the mutual exchange between doctor, patient, kith and kin, ward mate role, the social activity mould
Block further include doctor's evaluation module, automatic recommending module, group management function submodule, hot spot automatically analyze module, intelligent algorithm with
Customer service module；
The e-commerce module includes that network parting fee submodule and consumptive material buy store；
The cloud intelligent analysis module analyzes patient user's history detection information, and when data exception reminds at once
Patient user and doctor is instructed to take counter-measure.
Further, the manual procedure includes three kinds of operations of addition, modification, deletion to testing result, described
Patient end update module automatically updates the history detection record of patient end, keeps patient end consistent with cloud database, the use
Family account management submodule automatically saves new account and logs in record.
Further, the conditions of patients information feedback submodule automatically analyzes patient's current state, and correspondence is stored up in advance
Standby feedback information is sent to patient end software module.
Further, doctor's evaluation module supports patient user to carry out marking evaluation to doctor, and judgment criteria includes
Whether feedback is timely, instructs specific aim strong and weak and attitude, and automatic recommending module is supported to recommend to instruct doctor automatically, simultaneously
Patient user can independently select to instruct doctor.
Further, the intelligent algorithm extracts keyword from high frequency problem, the intelligent algorithm statistics keyword with
Association probability between correspondence problem.
The invention has the following advantages:
1, the cloud system for being used for urine detection instrument can carry out online, off-line test, local side, cloud number simultaneously
According to progress real-time synchronization, update.
2, the cloud system for being used for urine detection instrument, doctor can see the newest testing result of patient at any time, operation
It is convenient.
3, the cloud system for being used for urine detection instrument includes various intelligent Services, is automatically reminded to, detects abnormal shape automatically
State, voice broadcast, reduce learning cost.
4, the cloud system for being used for urine detection instrument can exchange with doctor's real-time interactive, obtain the finger of doctor in time
Lead
5, the cloud system for being used for urine detection instrument can improve the general of medical knowledge with interaction between ward mate
And efficiency.
6, the cloud system for being used for urine detection instrument, multiple users can share a mobile phone, reduce hardware use
Cost.
Certainly, it implements any of the products of the present invention and does not necessarily require achieving all the advantages described above at the same time.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, will be described below to embodiment required
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is the functional block diagram of artificial treatment；
Fig. 2 is flow chart when replacing patient end software module；
Fig. 3 is the flow chart that user account manages submodule；
Fig. 4 is the functional block diagram of cloud data module；
Fig. 5 is the functional block diagram of doctor terminal software module；
Fig. 6 is data synchronous functional block diagram in cloud when patient end software module is offline online；
Fig. 7 is patient end software multi-user management functional block diagram；
Fig. 8 is the flow chart that conditions of patients information feeds back submodule；
Fig. 9 is the functional block diagram of patient end software module；
Figure 10 is the functional block diagram that kith and kin support function online；
Figure 11 is the functional block diagram of kith and kin end software module；
Figure 12 is the functional block diagram of doctor's evaluation module；
Figure 13 is the functional block diagram of automatic recommending module；
Figure 14 is the collection functional block diagram of high frequency problem；
Figure 15 is the flow chart of intelligent algorithm；
Figure 16 is the functional block diagram of intelligent algorithm and customer service module；
Figure 17 is the functional block diagram that hot spot automatically analyzes module；
Figure 18 is the functional block diagram of social module；
Figure 19 is the functional block diagram of e-commerce module；
Figure 20 is the flow chart of cloud intelligent analysis module；
Figure 21 is the functional block diagram of cloud intelligent analysis module；
Figure 22 is a kind of cloud system block diagram for urine detection instrument of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts all other
Embodiment shall fall within the protection scope of the present invention.
Fig. 1-2 2 is please referred to, the present invention provides a kind of technical solution: a kind of cloud system for urine detection instrument, including
Cloud database module, doctor terminal software module, patient end software module, kith and kin end software module, social module, e-commerce
Module and cloud intelligent analysis module；
One, cloud database module, be responsible for the various detection datas of all users are saved beyond the clouds, and with
It is synchronous that family terminal device carries out data.It additionally include the account management submodule of user.The particular content of the module is as follows:
1, all user's testing results preservation in database beyond the clouds.
After the acquisition for completing multiple Testing index results on Urine test paper item using urine detection instrument, so that it may logical
The network module on detector is crossed, result is will test and is sent to cloud server.Cloud server is cloud database module load
Body beyond the clouds in server, is deployed with special Database Systems, for storing the urine index inspection each time of all users
Survey result.
2, the artificial treatment to testing result each time is supported, including addition, modification, the deletion three to testing result
Kind operation.
During user carries out many index detection using urine detection instrument, because of the abnormal feelings that various difficulty or ease are expected
Shape always occurs once in a while, and testing result is likely to incorrect at this time.If such wrong data is stored in database
In, it will likely result in patient and doctor and error analysis occurred to the physical condition of oneself.Therefore, any in cloud database
Data will can support the artificial treatment of user.In terms of in database by the content of artificial treatment can including following three:
(1) partial data or total data for detecting record to certain are modified；
(2) the completely new detection record of artificial addition one；
(3) certain the detection record for being considered wrong is deleted.
3, when user replaces mobile phone, system can automatically update the history detection record of mobile phone terminal, keep mobile phone terminal
With the consistency of cloud data, i.e. patient end update module
Because of the even same user, replacement mobile phone also always very common phenomenon.At this point, user is in hand for convenience
Check that historical data, cloud database can make automatically by all historical data synchronized updates of the user to mobile phone local on machine
It obtains user and does not feel as the puzzlement replaced in the use of mobile phone bring.Specific step is as follows for the function:
(1) mobile phone that user more renews；
(2) account of oneself is logged on new mobile phone；
(3) cloud database detects the corresponding phone number of the account, if being currently new cell-phone number, carries out subsequent
Step；
(4) all historical datas in the user beyond the clouds database are retrieved；
(5) data being retrieved are packaged and are compressed, then downloaded in mobile phone and synchronize update；
4, user account manages submodule
Due on a mobile phone, it is likely that more people in the phenomenon that multiple users, such as family occur and share a mobile phone
And uroscopy instrument, and a user may also carry out urine Indexs measure using multiple mobile phones simultaneously, it is therefore desirable to it counts beyond the clouds
According to the corresponding informance for storing account and phone number in library.Particular content is as follows:
(1) beyond the clouds in database, account management tables of data is established；
(2) it is directed to the account of each user, establishes a record；
(3) in the corresponding record of the account, any phone number that the account had used is stored；
(4) when user logs in every time, all cloud can be sent together by phone number.Cloud program is by judging the mobile phone
Whether number is to occur for the first time in the record of the user, to decide whether the synchronization of progress data；
(5) if for the user, this is new phone number, then needs the phone number being saved in the account
In corresponding record.
Two, doctor terminal software module allows doctor that can grasp trouble in real time for providing the guide service to patient for doctor
The newest physical condition data of person.Detailed process is as follows:
1, system is specially equipped with for each patient and instructs doctor.
After user's registration is into system, cloud system can instruct doctor or user oneself to patient's distribution automatically
Instruct doctor.Each doctor can instruct several patients.The principle that system is distributed automatically are as follows: according to doctor in grading module
In score height be ranked up, the high first distribution of score.
2, it when patient has new detection message, is reminded in a manner of sending message in doctor terminal.
Each patient completes urine detection and upload the data to after cloud, and system will send a piece of news automatically
To doctor is instructed, doctor is reminded to check data in time, and gives guidance and exchanged with necessary.
3, doctor checks the historical data of patient, provides hints and tips
Doctor can check the newest testing result of patient using mobile phone.It can be combined with all history numbers simultaneously
According to, provide have targetedly analysis the opinions such as result and medication guide.
Three, patient end software module can allow user easily to carry out urine Indexs measure, and can be in the same of detection
When get and more know information.Particular content is as follows:
1, the mobile phone of patient can will test result and locally save and editing, not influence uroscopy instrument under offline scenario
Normal use.
Every time after completing detection, newest detection record can be all saved in the database of mobile phone local.Meanwhile
Patient can also carry out various editors to local data, including: the whole new detection data of addition modifies detection data
Several index item delete certain detection record.
The local of testing result saves, it is ensured that even if the mobile phone in user is in off-line state, uroscopy instrument is also still
It can work normally, can check historical record.It, can be by off-line phase and after mobile phone is in connection state again
All detection data automatic synchronizations are updated among cloud database.The function of working offline of patient end software, improves and is
Unite to the applicable abilities of various environment, even if so that in many remote districts, without the area of network service, can still carry out
Normal urine detection work, improves user experience.
2, it is automatic to realize that local data is synchronous with cloud when mobile phone is in online situation
Present embodiment according to following principle realize mobile phone in local data it is synchronous with cloud data with merge:
(1) line again again after mobile phone offline a period of time, then need automatically to arrive emerging detection record update
Cloud；
(2) the detection record that patient edits in mobile phone terminal, needs to update to cloud；
(3) patient has updated detection record in web browser, it is also desirable to automatically update cloud database and mobile phone
End；
(4) after patient replaces mobile phone, all detections record in cloud needs to be synchronized to new mobile phone terminal, while new hand
Off-line data on machine will also automatically update cloud database.
3, patient can check that all history detection of any one Testing index item records in mobile phone local side, and every
All index results of one-time detection
Patient can check all historical records on mobile phone.It detects and records for each single item, monitoring data are all with song
The mode of line graph is shown, can intuitively see very much the variation tendency of index in this way.The targeted initial time of curve,
It can also flexibly be set by patient.
Then patient can check the knot of all detections of the secondary detection with any one-time detection record of flexible choice
Fruit.
4, intelligent reminding function of the patient end software module to patient
Urine examination is very high to the accuracy requirement of detection time, once detection time deviation more than half an hour all may cause
As a result there is deviation, or be unable to get the detection data of most worth reference.The present invention is noisy in patient end Software Module Design
Clock function.Once having arrived detection time, patient end software will be reminded automatically in a manner of voice, figure etc..To allow urine
The effect of liquid Indexs measure reaches best.
5, automatic information broadcast function of the patient end software module to patient
Due to part, gerontal patient has the problem of vision disorder, is difficult to see the text on patient end software clearly.And portion
Point old user is simultaneously illiterate.Therefore the present invention provides Intelligent voice broadcasting function for patient end software.The function can incite somebody to action
Intelligent reminding, urine detection process, testing result feedback and etc. in text information be converted into voice messaging, while carrying out language
Sound casting.Even if old user can be made in the screen content for not seeing mobile phone in this way, the software still can be used normally
Urine detection is completed, which improves user experiences, reduce use cost.
6, the management of multiple accounts on the same mobile phone
Since there are the situation that multiple users use the same mobile phone, patient end software has the function of multi-user management
Can:
(1) after each user opens patient end software, so that it may by account handoff functionality, easily switch very much
To under the account of oneself.
(2) if user has forgotten switching account, background intelligent algorithm, can be with the account after obtaining testing result
Newest one-time detection result is compared automatically, to verify between this testing result and last testing result with the presence or absence of bright
Significant difference is different.Between generally detection refers to twice, if time interval, within a couple of days, testing result is not in notable difference.
When detecting that two times result differs greatly, then the newest primary testing result of other all users is extracted,
Then one by one with compare when previous testing result, then find user corresponding to the smallest record of difference.Patient end is soft
Part automatically shows the most matched user found, reminds whether user needs to automatically switch account.
(3) it if user has found to use mistake account afterwards, can be still transferred under correct account by will test record
Mode, certain detection record is transferred under B account from A account.The function makes user need not worry about certain detection
With mistake account.
7, the management of a variety of test strips and a variety of Detection tasks
Different patients, their detection project have differences, and used urine test paper has been likely in shape
Difference.In back-end data base, the type of type and their Detection task to test strips used in patient is carried out necessary
Recording and storage.
Simultaneously in test strips, the type information of test strips can also be got by way of two dimensional code, bar code, one
Denier discovery is mismatched with the storage information in the customer data base, then necessary prompting is carried out on mobile phone.
8, conditions of patients information feeds back submodule:
The intelligent program in cloud can automatically analyze the current state of patient, then provide targetedly feedback information.Feedback
Information is that storage in advance is good.State of an illness information feedback submodule shows feedback information on the interface of patient end software, can be with
User is given and adequately reminds and suggests.It is as follows to the analysis details of patient's testing result:
(1) a feedback information table completely corresponding with reference colorimetric card is established.It is completely right in the structure and colorimetric card of table
It answers, includes equal number of detection project；Among each detection project, if comprising N number of with reference to color lump, it is each to refer to color lump
All correspond to a feedback information；
(2) all feedback informations are all passage contents, are ready in advance by developer；Every feedback information needle
To a kind of testing result of a detection；It is different from each other between feedback information；
(3) each detection project is analyzed one by one, finds the serial number of its corresponding reference project on colorimetric card；
(4) reference number on the colorimetric card according to corresponding to the data result of current detection project is extracted corresponding anti-
Present text information；
(5) feedback text information is sent to mobile phone terminal, and is shown on patient end software, watches to user；
At the same time it can also establish a recommendation message table similar with feedback information table.The table is also often to be directed to one
With reference to color lump, just there are the information such as corresponding message, drug, treatment recommendations, health care product.It, can be with while feeding back text information
The PUSH message of appropriateness is to user.
Four, kith and kin end software module, each step for facilitating young man that gerontal patient is instructed to operate uroscopy instrument.The module
Particular content is as follows:
1, kith and kin support function online
Inevitably there is disturbance of understanding when using patient end software for the first time in gerontal patient.Even many gerontal patients
After this multiple use, still it is unable to complete operation software.The online support of kith and kin just becomes very crucial at this time.Detailed process
It is as follows:
(1) during patient detects, on the software interface at kith and kin end, two pictures can be seen in real time:
Content of shooting, the content of mobile phone screen of mobile phone camera；
(2) after line supports function starting, kith and kin can carry out real-time speech communicating between patient, be instructed；
(3) kith and kin are by watching the real time content of camera in real time, and patient is instructed to complete the starting of detector, test strips
The operation such as installation, the connection of cellular phone data line, installation of test paper slot；
(4) kith and kin can directly click detection button in software, operate instead of user；It can also be suffered from by observation
Person is instructed using the situation of software；
2, patient has new detection message then to remind kith and kin in time
Each patient completes urine detection and will test data to upload to after cloud database, and system will be sent out automatically
Send a piece of news to kith and kin end Norway you by, remind kith and kin check data in time.Kith and kin can know at the first time trouble in this way
The physical condition of person solves the problems, such as that patient oneself description is not known and delays body detection.
3, kith and kin check the history detection data of patient
Kith and kin can check the newest testing result of the patient and the patient is all goes through on the software of kith and kin end
History detection data timely helps and suggests to provide.
Five, cloud system also includes social module, for realizing mutual between the roles such as doctor, patient, kith and kin, ward mate
Exchange.Particular content is as follows:
1, the social functions submodule that patient exchanges with doctor
In order to improve the communication efficiency between patient and doctor, patient end software and doctor terminal software all have live chat
Function, the content that can be transmitted include text, voice, picture, video, real-time voice, real-time video, make a phone call etc..
2, patient is to the appraisement system of doctor, i.e. doctor's evaluation module
Patient can give a mark and be commented on to doctor according to the service quality of doctor.Patients other in this way can
According to appraisement system, the doctor oneself most admired is selected to instruct.The content of evaluation includes following several respects:
(1) whether the guidance of doctor is timely；
(2) whether the instruction of doctor has strong specific aim, and whether improvement is obvious；
(3) the attitude good or not of doctor；
(4) marking result be 1-5/；
Other patients can be according to the score and total score of each single item of the doctor, so that it may know the service of the doctor
Quality, to be judged.
3, the automatic recommendation and selection function of doctor, i.e., automatic recommending module are instructed
Cloud intelligent object has the function of that doctor recommends automatically.Patient can also oneself selection doctor simultaneously.Automatically it pushes away
Function is recommended to need according to patient address and instruct at a distance from doctor job site, the technology that doctor is good at, evaluate score etc.
It is comprehensive to complete, the specific steps are as follows:
(1) patient oneself setting with doctor at a distance from, more than the distance doctor without select；Default distance is
60km；
(2) doctor in the distance range of patient set is ranked up from high to low according to evaluation score；
(3) doctor is good at field, is ranked up with the degree of agreement of the most concerned Testing index of patient；Such as some patient
Concern urine sugar level, then the doctor's sequence for being good at diabetes is forward；
Investigate the quantity for the patient that doctor has instructed.If the patient instructed is more than restriction number (such as 30
People), then it not can be carried out guidance.
4, intelligent algorithm is the same as the customer service subsystem manually combined
It include intelligent algorithm module in customer service subsystem.The algorithm can to the information such as text, voice that patient puts question into
Row identification, then carries out relevant analysis work.The method that intelligent algorithm is combined with manual service, can reduce customer service at
This, improves efficiency of service and quality.Specific step is as follows:
(1) voice messaging is identified, is translated into text information.The present invention is using open source speech recognition software
The voice messaging that CMU Sphinx sends patient identifies；
(2) developer and contact staff gather the common high frequency problem of user in advance.It is specific as follows:
(a) various problems are sorted out, although guaranteeing that their word contents are variant, can be attributed to same
Problem；
(b) text material for being under the jurisdiction of the same problem is collected, the text subset S_text of the problem is added them into
Among；
The list of problem and the corresponding text subset S_text of each problem, require real-time update, ceaselessly increase
Add the new text of new problem；
(3) keyword is manually extracted from these high frequency problems, builds up lists of keywords.Then, statistics is each
Association probability between keyword and the problem (after i.e. each keyword occurs, it is meant that the probability of the corresponding problem).Tool
Steps are as follows for body:
(a) keyword is come out by artificial screening.Developer once judges that the keyword is high frequency, just by it
It is added in lists of keywords；
(b) it is traversed for each keyword；
(c) it is directed to current key word, traverses all candidate problems, is counted its total time occurred in the text of the problem
Number；
(d) probability of occurrence of the current key word in current candidate problem is calculated.That is: the keyword is in all problems, institute
Have and occur n times in text, and occur M times in current problem, then the keyword is under the jurisdiction of the probability of the problem are as follows:
(4) answer of each high frequency problem has editted, and intelligent algorithm can be called at any time, as answer feedback
To user；
(5) after user submits a question, intelligent algorithm is extracted from text information by the method for the comparison of text one by one
Keyword；Then the text for counting active user belongs to the probability that each candidate problem occurs.Specific step is as follows:
(a) all keywords are extracted from text；
(b) it tables look-up to obtain the probability that the keyword belongs to each problem, establishes probability histogram for all candidate problems；
If (c) keyword occurs repeatedly, corresponding probability being superimposed in histogram；
(d) probability of all keywords is all overlapped in histogram kind；
That maximum candidate problem of select probability is as analysis breath result in histogram.
(6) by the correspondence answer feedback of selected problem to patient.There is no need to customer service people for this large amount of preliminary question
Member is manually solved, and efficiency of service is improved；
(7) user is still dissatisfied to answer, then transfers to manually to be answered.
5, ward mate's chat and group management function submodule
Between different patients, good friend can also be mutually added, exchange state of an illness information and experience.Further, it is also possible to establish
Local group or the group of the big subdivision of root, the in this way effect helped each other, shared mutually between raising patient, so that
Patient can formulate more targeted treatment scheme, while be also beneficial to reduce the pressure to doctor, obtain medical information
More efficient utilization.
6, patient population content of the discussions hot spot automatically analyzes module
The intelligent algorithm in cloud is intelligently divided by carrying out text to the chat content between patient and in patient group
Analysis, by extract high-frequency key words, can allow cloud system grasp in time newest user demand in current urine detection industry,
Hot spot is discussed, enterprise can be allowed to provide more targeted service for patient in this way.The extraction comparison of hot keyword is simple, tool
Body is as follows:
(1) research staff saves each word in the list by manually maintaining a hot keyword list simultaneously
Appearance frequency；The frequency can be set as the statistical value within 1 month；List according to the frequency of hot spot word from high to low into
Row sequence；
(2) appearance of various non-medical vocabulary in order to prevent, research staff also need to maintain a non-hot word list；
(3) when having new chat content every time, intelligent algorithm first calls viterbi algorithm to segment text；It should
Algorithm be it is known, be not described in detail herein；
(4) highest 100 words of the frequency of occurrences in same day chat content are extracted, is then arranged with hot keyword
Table and non-hot word list compare.If current word is hot spot word, the frequency of occurrences for changing hot spot word is updated；Otherwise
If it is non-hot word, then without processing；Otherwise, manually the word is analyzed, decides whether to be added to hot spot word column
In table；
Highest preceding 20 words of frequency in hot spot word list are fed back into research staff, it is helped to grasp newest industry heat
Point.
7, wechat is checked card, and circle of friends is shown
After patient completes detection daily, result can also be will test and be published to circle of friends automatically in the form of a graph,
To oneself adhere to habit play the role of urging.Good friend can also be allowed to know the physical condition of oneself in time.
Six, e-commerce module
1, network parting fee submodule
Built-in on-line payment function, the module have docked Alipay and wechat payment, Ke Yiyong in patient end software
In the expense of fee for instruction and the test strips purchase of payment doctor.
2, the purchase store of the various consumables associated therewiths such as test strips
Built-in consumptive material buys store in patient end software, and user can easily submit order, complete in software very much
At payment.
Seven, cloud intelligent analysis module
It also include an intelligent analysis module beyond the clouds in system.The module can to the testing result of patient each time,
And history testing result is analyzed.Once abnormal conditions are the discovery that, with regard to being reminded at once.Particular content is as follows:
1, the detection of patient's urine sugar level results abnormity situation:
After patient per's detection, new detection data is once stored in database, the intelligent analysis process mould
Block will be called automatically.The index result of the algorithm (test 4 times, in total 12 times daily) automatically 3 days nearly to patient is sentenced
Disconnected analysis.Specific step is as follows for anomaly analysis (by taking urine sugar level value as an example):
(1) glucose in urine range of normal value is set as 0~2.8mmol/L, i.e. glucose in urine normal value threshold value T=2.8mmol/L；
(2) if this detection data X < 2.8mmol/L, then prompt glucose in urine normal；Analysis terminates, and returns to prompt information；
(3) if detection data X >=2.8mmol/L, then glucose in urine is prompted to exist abnormal；Continue subsequent step；
(4) this history detection data of the glucose in urine of the user in the database is transferred.Such as no record before this, this inspection
It surveys to detect for the first time, is then stored in current record and exports prompt result；
(5) in called data library nearly 3 days indexs as a result, seeking achievement data average value X；
(6) abnormal rate is calculated: ifIt is abnormal then to prompt glucose in urine, but trend is relatively stable, it is proposed that pay attention to drink
Food, keeps continuing to monitor
(7) ifThen glucose in urine is prompted unusual fluctuations occur, it is proposed that further to test blood glucose and adjust drink
Food, sees a doctor in time when necessary depending on blood glucose test result.
2, the recommendation function submodule of the information such as relevent information, treatment method, drug, health care product.It is specific as follows:
Cloud intelligent analysis process, will be according to the specific body of user after completing to the analysis of user's current state
State, push have highly relevant consultation information, the relevant content for the treatment of method, to the helpful drug of patient and health care
Product etc..
It should be noted that the mobile phone in above content is the hardware carrier of each terminal software module, user, doctor
The mobile phone that raw, kith and kin pass through embedded software module operates, and cloud database is equal to cloud database module.
In the description of this specification, the description of reference term " one embodiment ", " example ", " specific example " etc. means
Particular features, structures, materials, or characteristics described in conjunction with this embodiment or example are contained at least one implementation of the invention
In example or example.In the present specification, schematic expression of the above terms may not refer to the same embodiment or example.
Moreover, particular features, structures, materials, or characteristics described can be in any one or more of the embodiments or examples to close
Suitable mode combines.
Present invention disclosed above preferred embodiment is only intended to help to illustrate the present invention.There is no detailed for preferred embodiment
All details are described, are not limited the invention to the specific embodiments described.Obviously, according to the content of this specification,
It can make many modifications and variations.These embodiments are chosen and specifically described to this specification, is in order to better explain the present invention
Principle and practical application, so that skilled artisan be enable to better understand and utilize the present invention.The present invention is only
It is limited by claims and its full scope and equivalent.
Claims (5)
1. a kind of cloud system for urine detection instrument, it is characterised in that: including cloud database module, doctor terminal software mould
Block, patient end software module, kith and kin end software module, social module, e-commerce module and cloud intelligent analysis module；
The cloud database module save beyond the clouds the detection data of patient and with patient end software module carry out data it is same
Step, the cloud database module support that testing result artificial treatment each time, the cloud database module further includes using
Family account management submodule and patient end update module；
The doctor terminal software module is distributed automatically instructs doctor to patient user, and the doctor terminal software module detects patient
Information and medical history be sent to it is corresponding instruct doctor, the doctor terminal software module will instruct the guiding opinion of doctor to feed back to patient
Hold software module；
The patient end software module provides urine Indexs measure result and PUSH message to patient user, and the patient end is soft
Part module further includes conditions of patients information feedback submodule；
Patient information is sent to patient kith and kin by kith and kin end software module, and patient kith and kin are by kith and kin end software module to trouble
Person user provides online help；
The social activity module is for realizing the mutual exchange between doctor, patient, kith and kin, ward mate role, and the social activity module is also
Module, intelligent algorithm and customer service are automatically analyzed including doctor's evaluation module, automatic recommending module, group management function submodule, hot spot
Module；
The e-commerce module includes that network parting fee submodule and consumptive material buy store；
The cloud intelligent analysis module analyzes patient user's history detection information, and when data exception reminds patient at once
User and doctor is instructed to take counter-measure.
2. a kind of cloud system for urine detection instrument according to claim 1, which is characterized in that the artificial treatment
Process includes three kinds of operations of addition, modification, deletion to testing result, and the patient end update module automatically updates patient end
History detection record, keeps patient end consistent with cloud database, and the user account management submodule automatically saves new account
Log in record.
3. a kind of cloud system for urine detection instrument according to claim 1, which is characterized in that the conditions of patients
Information feedback submodule automatically analyzes patient's current state, and the corresponding feedback information laid in advance is sent to patient end software mould
Block.
4. a kind of cloud system for urine detection instrument according to claim 1, which is characterized in that doctor's evaluation
Module supports patient user to carry out marking evaluation to doctor, judgment criteria include feedback whether in time, instruct specific aim power with
And attitude, automatic recommending module supports automatic recommendation to instruct doctor, while patient user can independently select to instruct doctor.
5. a kind of cloud system for urine detection instrument according to claim 1, which is characterized in that the intelligent algorithm
Keyword, the association probability between the intelligent algorithm statistics keyword and correspondence problem are extracted from high frequency problem.
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| CN106771286A (en) * | 2017-01-16 | 2017-05-31 | 成都恩普生医疗科技有限公司 | A kind of Intelligent urine analysis system and its operating method |
| CN107203695A (en) * | 2017-06-02 | 2017-09-26 | 浙江大学 | A kind of diabetes monitoring and interactive system counted based on cloud platform big data with calculating |
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| CN103870713A (en) * | 2014-04-04 | 2014-06-18 | 李骍 | Family cloud healthcare system and method |
| CN205318385U (en) * | 2015-11-24 | 2016-06-15 | 湖北大学 | Online state of an illness monitoring of wisdom medical treatment and alternating -current system |
| CN106771286A (en) * | 2017-01-16 | 2017-05-31 | 成都恩普生医疗科技有限公司 | A kind of Intelligent urine analysis system and its operating method |
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Application publication date: 20190719 |