Development and Validation of Machine Learning Models for Predicting Early Cognitive Decline Using Home Sensor–Derived Behavioral Data: Sensors in-Home for Elder Wellbeing (SINEW) Cohort Study
- DOI
- 10.2196/79490
- Published
- 2026-04-01
- Container
- JMIR Research Protocols
- Publisher
- JMIR Publications Inc.
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.2196/79490,
title = {Development and Validation of Machine Learning Models for Predicting Early Cognitive Decline Using Home Sensor–Derived Behavioral Data: Sensors in-Home for Elder Wellbeing (SINEW) Cohort Study},
author = {James Patrick Moon and Khalid Abdul Jabbar and Tony Chin Ian Tay and Laura Tay and Rathi Mahendran and Tze Pin Ng and Shian Ming Tan and Wilbur Zhi Hao Koh and Weng Yan Ying and Ah-Hwee Tan and Tih-Shih Lee and Iris Rawtaer},
year = {2026},
journal = {JMIR Research Protocols},
doi = {10.2196/79490},
url = {https://doi.org/10.2196/79490}
}RIS
TY - JOUR TI - Development and Validation of Machine Learning Models for Predicting Early Cognitive Decline Using Home Sensor–Derived Behavioral Data: Sensors in-Home for Elder Wellbeing (SINEW) Cohort Study AU - James Patrick Moon AU - Khalid Abdul Jabbar AU - Tony Chin Ian Tay AU - Laura Tay AU - Rathi Mahendran AU - Tze Pin Ng AU - Shian Ming Tan AU - Wilbur Zhi Hao Koh AU - Weng Yan Ying AU - Ah-Hwee Tan AU - Tih-Shih Lee AU - Iris Rawtaer PY - 2026 JO - JMIR Research Protocols DO - 10.2196/79490 UR - https://doi.org/10.2196/79490 ER -
APA
Moon, J. P., Jabbar, K. A., Tay, T. C. I., Tay, L., Mahendran, R., Ng, T. P., Tan, S. M., Koh, W. Z. H., Ying, W. Y., Tan, A., Lee, T., & Rawtaer, I. (2026). Development and Validation of Machine Learning Models for Predicting Early Cognitive Decline Using Home Sensor–Derived Behavioral Data: Sensors in-Home for Elder Wellbeing (SINEW) Cohort Study. JMIR Research Protocols. https://doi.org/10.2196/79490
Source records
- crossref · retrieved 2026-09-25T04:22:09.248Z