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Ridwan Alam
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Automatic, wearable-based, in-field eating detection approaches for public health research: A scoping review
BM Bell, R Alam, N Alshurafa, E Thomaz, AS Mondol, K de la Haye, ...
npj Digital Medicine 3, http://doi.org/10.1038/s41746-020-0246-2, 2020
752020
Inferring physical agitation in dementia using smartwatch and sequential behavior models
R Alam, M Anderson, A Bankole, J Lach
2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2018
322018
BESI: Behavioral & environmental sensing & intervention for dementia caregiver empowerment – Phases 1&2
A Bankole, M Anderson, N Homdee, R Alam, N Fyffe, H Goins, T Newbold, ...
American Journal of Alzheimer’s Disease & Other Dementias® 35, https://doi …, 2020
262020
BESI: Reliable and heterogeneous sensing and intervention for in-home health applications
R Alam, J Dugan, N Homdee, N Gandhi, B Ghaemmaghami, H Meda, ...
Connected Health: Applications, Systems and Engineering Technologies (CHASE …, 2017
252017
Motion biomarkers for early detection of dementia-related agitation
R Alam, J Gong, M Hanson, A Bankole, M Anderson, T Smith-Jackson, ...
Proceedings of the 1st Workshop on Digital Biomarkers, 15-20, 2017
212017
Agitation monitoring and prevention system for dementia caregiver empowerment
N Homdee, R Alam, J Hayes, T Hamid, J Park, S Wolfe, H Goins, N Fyffe, ...
Computer 52 (11), 30-39, 2019
202019
Multiple-instance learning for sparse behavior modeling from wearables: Toward dementia-related agitation prediction
R Alam, A Bankole, M Anderson, J Lach
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
182019
Leveraging smart health technology to empower patients and family caregivers in managing cancer pain: Protocol for a feasibility study
V LeBaron, J Hayes, K Gordon, R Alam, N Homdee, Y Martinez, ...
JMIR Research Protocols 8 (12), e16178, 2019
172019
Sensing eating mimicry among family members
B Bell, D Spruijt-Metz, GV Yon, A Mondol, R Alam, M Ma, I Emi, J Lach, ...
Translational Behavioral Medicine 9 (3), 422-430, 2019
132019
Behavioral interventions for Alzheimer's management using technology: Home-based monitoring
MS Anderson, N Homdee, A Bankole, R Alam, B Mitchell, J Hayes, ...
Current Geriatrics Reports 9, www.doi.org/10.1007/s13670-020-00312-y, 2020
112020
Deploying the behavioral and environmental sensing and intervention for cancer smart health system to support patients and family caregivers in managing pain: feasibility and …
V LeBaron, R Alam, R Bennett, L Blackhall, K Gordon, J Hayes, ...
JMIR cancer 8 (3), e36879, 2022
102022
Wearable respiration monitoring: Interpretable inference with context and sensor biomarkers
R Alam, DB Peden, JC Lach
IEEE Journal of Biomedical and Health Informatics, 2020
92020
Understanding the experience of cancer pain from the perspective of patients and family caregivers to inform design of an in-home smart health system: A multi-method approach
V LeBaron, R Bennett, R Alam, L Blackhall, K Gordon, J Hayes, ...
JMIR Formative Research 4, 2020
92020
M2G: A monitor of monitoring systems with ground truth validation features for research-oriented residential applications
M Ma, R Alam, B Bell, K de la Haye, D Spruijt-Metz, J Lach, J Stankovic
Mobile Ad Hoc and Sensor Systems (MASS), 2017 IEEE 14th International …, 2017
8*2017
Contrastive pre-training for multimodal medical time series
A Raghu, P Chandak, R Alam, J Guttag, C Stultz
NeurIPS 2022 Workshop on Learning from Time Series for Health (TS4H), 2022
72022
Mind the gaps: Edge-based monitoring for continuous room-level location tracking
N Homdee, R Alam, S Wolfe, J Lach
Smart Health 9, 297-306, 2018
62018
[Abstract] BESI: Behavior learning and tracking with wearable and in-home sensors - A dementia case-study
R Alam, N Homdee, S Wolfe, J Hayes, J Lach
Proceedings of the International Conference on Internet-of-Things Design and …, 2019
52019
Validity and feasibility of the monitoring and modeling family eating dynamics system to automatically detect in-field family eating behavior: observational study
BM Bell, R Alam, AS Mondol, M Ma, IA Emi, SM Preum, K de la Haye, ...
JMIR mHealth and uHealth 10 (2), e30211, 2022
42022
Sequential multi-dimensional self-supervised learning for clinical time series
A Raghu, P Chandak, R Alam, J Guttag, C Stultz
International Conference on Machine Learning, 2023
32023
MFED: A system for monitoring family eating dynamics
M Abu Sayeed Mondol, B Bell, M Ma, R Alam, I Emi, S Masud Preum, ...
arXiv e-prints, arXiv: 2007.05831, 2020
3*2020
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