This paper is in the following e-collection/theme issue:

Sensors at Home and Domotics (51) New Methods (909) Ubiquitous Health (uHealth) (116) Dementia and Cognitive Decline (426) Diagnostic Tools in Mental Health (222) Aging in Place (229) Assisted Living for the Elderly and Nursing Home Care (147)

Published on in Vol 22, No 5 (2020): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/16854, first published .
Early Detection of Mild Cognitive Impairment With In-Home Sensors to Monitor Behavior Patterns in Community-Dwelling Senior Citizens in Singapore: Cross-Sectional Feasibility Study

Early Detection of Mild Cognitive Impairment With In-Home Sensors to Monitor Behavior Patterns in Community-Dwelling Senior Citizens in Singapore: Cross-Sectional Feasibility Study

Early Detection of Mild Cognitive Impairment With In-Home Sensors to Monitor Behavior Patterns in Community-Dwelling Senior Citizens in Singapore: Cross-Sectional Feasibility Study

Authors of this article:

Iris Rawtaer1 Author Orcid Image ;   Rathi Mahendran2 Author Orcid Image ;   Ee Heok Kua2 Author Orcid Image ;   Hwee Pink Tan3 Author Orcid Image ;   Hwee Xian Tan3 Author Orcid Image ;   Tih-Shih Lee4 Author Orcid Image ;   Tze Pin Ng2 Author Orcid Image
Article Authors Cited by (37) Tweetations (2) Metrics

Journals

  1. Rawtaer I, Abdul Jabbar K, Liu X, Ying T, Giang A, Yap P, Cheong R, Tan H, Lee P, Wee S, Ng T. Performance‐based IADL evaluation of older adults with cognitive impairment within a smart home: A feasibility study. Alzheimer's & Dementia: Translational Research & Clinical Interventions 2021;7(1) View
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  3. Huisman C, Huisman E, Kort H. Technological Applications Contributing to Relieve Care Burden or to Sleep of Caregivers and People With Dementia: A Scoping Review From the Perspective of Social Isolation. Frontiers in Public Health 2022;10 View
  4. Corman B, Rajupet S, Ye F, Schoenfeld E. The Role of Unobtrusive Home-Based Continuous Sensing in the Management of Postacute Sequelae of SARS CoV-2. Journal of Medical Internet Research 2022;24(1):e32713 View
  5. Goldsack J, Dowling A, Samuelson D, Patrick-Lake B, Clay I. Evaluation, Acceptance, and Qualification of Digital Measures: From Proof of Concept to Endpoint. Digital Biomarkers 2021;5(1):53 View
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  7. Teh S, Rawtaer I, Tan H. Predictive Accuracy of Digital Biomarker Technologies for Detection of Mild Cognitive Impairment and Pre-Frailty Amongst Older Adults: A Systematic Review and Meta-Analysis. IEEE Journal of Biomedical and Health Informatics 2022;26(8):3638 View
  8. Kong W, He L, Wang H. Exploratory Data Analysis of Human Activity Recognition Based on Smart Phone. IEEE Access 2021;9:73355 View
  9. Teh S, Rawtaer I, Tan A. Predictive self-organizing neural networks for in-home detection of Mild Cognitive Impairment. Expert Systems with Applications 2022;205:117538 View
  10. Yamasaki T, Kumagai S. Nonwearable Sensor-Based In-Home Assessment of Subtle Daily Behavioral Changes as a Candidate Biomarker for Mild Cognitive Impairment. Journal of Personalized Medicine 2021;12(1):11 View
  11. Ford E, Milne R, Curlewis K. Ethical issues when using digital biomarkers and artificial intelligence for the early detection of dementia. WIREs Data Mining and Knowledge Discovery 2023;13(3) View
  12. Masi G, Amprimo G, Priano L, Ferraris C. New Perspectives in Nonintrusive Sleep Monitoring for Neurodegenerative Diseases—A Narrative Review. Electronics 2023;12(5):1098 View
  13. Khan S, Gu T, Spinelli L, Wang R. Sensor-based assessment of social isolation in community-dwelling older adults: a scoping review. BioMedical Engineering OnLine 2023;22(1) View
  14. Felber N, Tian Y, Pageau F, Elger B, Wangmo T. Mapping ethical issues in the use of smart home health technologies to care for older persons: a systematic review. BMC Medical Ethics 2023;24(1) View
  15. Soo S, Kumar D, Leow Y, Koh C, Saffari S, Kandiah N. Usefulness of the Visual Cognitive Assessment Test in Detecting Mild Cognitive Impairment in the Community. Journal of Alzheimer's Disease 2023;93(2):755 View
  16. Lawson L, Mc Ardle R, Wilson S, Beswick E, Karimi R, Slight S. Digital Endpoints for Assessing Instrumental Activities of Daily Living in Mild Cognitive Impairment: Systematic Review. Journal of Medical Internet Research 2023;25:e45658 View
  17. Muurling M, Au-Yeung W, Beattie Z, Wu C, Dodge H, Rodrigues N, Gothard S, Silbert L, Barnes L, Steele J, Kaye J. Differences in Life Space Activity Patterns Between Older Adults With Mild Cognitive Impairment Living Alone or as a Couple: Cohort Study Using Passive Activity Sensing. JMIR Aging 2023;6:e45876 View
  18. Górriz J, Álvarez-Illán I, Álvarez-Marquina A, Arco J, Atzmueller M, Ballarini F, Barakova E, Bologna G, Bonomini P, Castellanos-Dominguez G, Castillo-Barnes D, Cho S, Contreras R, Cuadra J, Domínguez E, Domínguez-Mateos F, Duro R, Elizondo D, Fernández-Caballero A, Fernandez-Jover E, Formoso M, Gallego-Molina N, Gamazo J, González J, Garcia-Rodriguez J, Garre C, Garrigós J, Gómez-Rodellar A, Gómez-Vilda P, Graña M, Guerrero-Rodriguez B, Hendrikse S, Jimenez-Mesa C, Jodra-Chuan M, Julian V, Kotz G, Kutt K, Leming M, de Lope J, Macas B, Marrero-Aguiar V, Martinez J, Martinez-Murcia F, Martínez-Tomás R, Mekyska J, Nalepa G, Novais P, Orellana D, Ortiz A, Palacios-Alonso D, Palma J, Pereira A, Pinacho-Davidson P, Pinninghoff M, Ponticorvo M, Psarrou A, Ramírez J, Rincón M, Rodellar-Biarge V, Rodríguez-Rodríguez I, Roelofsma P, Santos J, Salas-Gonzalez D, Salcedo-Lagos P, Segovia F, Shoeibi A, Silva M, Simic D, Suckling J, Treur J, Tsanas A, Varela R, Wang S, Wang W, Zhang Y, Zhu H, Zhu Z, Ferrández-Vicente J. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Information Fusion 2023;100:101945 View
  19. Esquer-Rochin M, Rodríguez L, Gutierrez-Garcia J. The Internet of Things in dementia: A systematic review. Internet of Things 2023;22:100824 View
  20. Kim S, Park J, Choi H, Loeser M, Ryu H, Seo K. Digital Marker for Early Screening of Mild Cognitive Impairment Through Hand and Eye Movement Analysis in Virtual Reality Using Machine Learning: First Validation Study. Journal of Medical Internet Research 2023;25:e48093 View
  21. Mc Ardle R, Jabbar K, Del Din S, Thomas A, Robinson L, Kerse N, Rochester L, Callisaya M. Using Digital Technology to Quantify Habitual Physical Activity in Community Dwellers With Cognitive Impairment: Systematic Review. Journal of Medical Internet Research 2023;25:e44352 View
  22. Tian Y, Felber N, Pageau F, Schwab D, Wangmo T. Benefits and barriers associated with the use of smart home health technologies in the care of older persons: a systematic review. BMC Geriatrics 2024;24(1) View
  23. Kiah Hui Siew S, Yu J, Teo T, Chua K, Mahendran R, Rawtaer I, Köpke S. Technology and physical activity for preventing cognitive and physical decline in older adults: Protocol of a pilot RCT. PLOS ONE 2024;19(2):e0293340 View
  24. Qian L, Chan A, Cai J, Lewicke J, Gregson G, Lipsett M, Rios Rincón A. Evaluation of the accuracy of a UWB tracker for in-home positioning for older adults. Medical Engineering & Physics 2024;126:104155 View
  25. Schmitter-Edgecombe M, Luna C, Dai S, Cook D. Predicting daily cognition and lifestyle behaviors for older adults using smart home data and ecological momentary assessment. The Clinical Neuropsychologist 2024:1 View
  26. Frederiksen K, Arus X, Zetterberg H, Gauthier S, Boada M, Pytel V, Hahn-Pedersen J, Solís Tarazona L, Mattke S. Focusing on earlier diagnosis of Alzheimer's disease. Future Neurology 2024;19(1) View
  27. Park B, Kim Y, Park J, Choi H, Kim S, Ryu H, Seo K. Integrating Biomarkers From Virtual Reality and Magnetic Resonance Imaging for the Early Detection of Mild Cognitive Impairment Using a Multimodal Learning Approach: Validation Study. Journal of Medical Internet Research 2024;26:e54538 View
  28. Slachevsky A, Grandi F, Thumala D, Baez S, Santamaria-García H, Schmitter-Edgecombe M, Parra M. A Multidimensional, Person-Centered Framework for Functional Assessment in Dementia: Insights from the ‘What’, ‘How’, ‘To Whom’, and ‘How Much’ Questions. Journal of Alzheimer's Disease 2024;99(4):1187 View
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Books/Policy Documents

  1. EDOH T. Smart Home Technologies and Services for Geriatric Rehabilitation. View
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