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A Digital Platform for Remote Healthcare Monitoring

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Helen RostillAuthors Info & Claims

WWW '20: Companion Proceedings of the Web Conference 2020

Pages 203 - 206

https://doi.org/10.1145/3366424.3383541

Published: 20 April 2020 Publication History

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Abstract

We describe a digital platform developed in collaboration with clinicians and user groups to provide remote healthcare monitoring and support in a dementia care application. The platform uses data from sensory devices that are deployed in participants’ homes and utilises a set machine learning and analytical algorithms to identify risks of adverse health conditions such as Urinary Tract Infections (UTIs) and hypertension in people with dementia. The platform includes a clinical interface that is used by a monitoring team to view alerts and notifications that are generated by the algorithms and to also browse the in-home activity and physiological data in a secure and privacy-aware system. The platform complies to the information governance requirements of the UK National Healthcare Service (NHS) and is registered as a class 1 medical device. The platform has been deployed and tested in over 150 homes.

References

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Luca Catarinucci and et al. 2015. An IoT-aware architecture for smart healthcare systems. IEEE Internet of Things 2, 6 (2015), 515–526.

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Shirin Enshaeifar and et al. 2018. Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques. PloS one 13, 5 (2018), e0195605.

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Shirin Enshaeifar and et al. 2019. Machine learning methods for detecting urinary tract infection and analysing daily living activities in people with dementia. PloS one 14, 1 (2019), e0209909.

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Ahsan Rao and et al. 2016. Outcomes of dementia: systematic review and meta-analysis of hospital administrative database studies. Archives of gerontology and geriatrics 66 (2016), 198–204.

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Sandeep Toot and et al. 2013. Causes of hospital admission for people with dementia: a systematic review and meta-analysis. Journal of the American Medical Directors Association 14, 7(2013), 463–470.

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Aggarwal DChaturvedi VRamachandran ASingh T(2024)Managing Talent Among Healthcare Human Resource: Strategies for a New NormalJournal of Health Management10.1177/0972063423121876926:2(384-393)Online publication date: 12-Jan-2024
https://doi.org/10.1177/09720634231218769
Pourpanah FEtemad A(2024)Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive SurveyACM Transactions on Computing for Healthcare10.1145/36708545:4(1-43)Online publication date: 23-Oct-2024
https://dl.acm.org/doi/10.1145/3670854
de Pinho André RFonseca AWestfal LMirabeau A(2024)NurseAid Monitor: An Ergonomics Dashboard to Help Change Position of Bedridden PatientsDigital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management10.1007/978-3-031-61063-9_3(35-46)Online publication date: 29-Jun-2024
https://dl.acm.org/doi/10.1007/978-3-031-61063-9_3
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Index Terms

A Digital Platform for Remote Healthcare Monitoring
1. Applied computing
  1. Life and medical sciences
    1. Consumer health
    2. Health care information systems
2. Human-centered computing

Index terms have been assigned to the content through auto-classification.

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Published In

WWW '20: Companion Proceedings of the Web Conference 2020

April 2020

854 pages

ISBN:9781450370240

DOI:10.1145/3366424

Editors:
Amal El Fallah Seghrouchni
Sorbonne University, France
,
Gita Sukthankar
University of Central Florida, United States
,
Tie-Yan Liu
Microsoft Research Asia, China
,
Maarten van Steen
University of Twente, Netherlands

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Association for Computing Machinery

New York, NY, United States

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Published: 20 April 2020

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Aggarwal DChaturvedi VRamachandran ASingh T(2024)Managing Talent Among Healthcare Human Resource: Strategies for a New NormalJournal of Health Management10.1177/0972063423121876926:2(384-393)Online publication date: 12-Jan-2024
https://doi.org/10.1177/09720634231218769
Pourpanah FEtemad A(2024)Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive SurveyACM Transactions on Computing for Healthcare10.1145/36708545:4(1-43)Online publication date: 23-Oct-2024
https://dl.acm.org/doi/10.1145/3670854
de Pinho André RFonseca AWestfal LMirabeau A(2024)NurseAid Monitor: An Ergonomics Dashboard to Help Change Position of Bedridden PatientsDigital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management10.1007/978-3-031-61063-9_3(35-46)Online publication date: 29-Jun-2024
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Crook-Rumsey MDaniels SAbulikemu SLai HRapeaux AHadjipanayi CSoreq ELi LBashford JJeyasingh-Jacob JGruia DLambert DWeil RHampshire ASharp DHaar S(2023)Multicohort cross-sectional study of cognitive and behavioural digital biomarkers in neurodegeneration: the Living Lab Study protocolBMJ Open10.1136/bmjopen-2023-07209413:8(e072094)Online publication date: 3-Aug-2023
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Palermo FChen YCapstick AFletcher-Loyd NWalsh CKouchaki STrue JBalazikova OSoreq EScott GRostill HNilforooshan RBarnaghi P(2023)TIHM: An open dataset for remote healthcare monitoring in dementiaScientific Data10.1038/s41597-023-02519-y10:1Online publication date: 9-Sep-2023
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Tiersen FBatey PHarrison MNaar LSerban ADaniels SCalvo R(2021)Smart Home Sensing and Monitoring in Households With Dementia: User-Centered Design ApproachJMIR Aging10.2196/270474:3(e27047)Online publication date: 11-Aug-2021
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Mutanu LGupta KGohil JKarania DAli APrandi CMarquez-Barja J(2020)Enhancing Healthcare Access through Remote Infant ScreeningProceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good10.1145/3411170.3411270(236-239)Online publication date: 14-Sep-2020
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Abstract

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Cited By

Index Terms

Recommendations

Co-Creating Platform Governance Models Using Boundary Resources: a Case Study from Dementia Care Services

ALADDIN, A Technology pLatform for the Assisted Living of Dementia elDerly INdividuals and Their Carers

Mapping knowledge landscapes and emerging trends of digital healthcare: a bibliometric and visual analysis

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