| 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 | 76 | 2020 |
| 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 | 32 | 2018 |
| 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 | 26 | 2020 |
| 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 | 25 | 2017 |
| 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 | 21 | 2019 |
| 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 | 21 | 2017 |
| 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 | 19 | 2019 |
| 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 | 17 | 2019 |
| 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 | 13 | 2019 |
| 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 | 12 | 2020 |
| Wearable respiration monitoring: Interpretable inference with context and sensor biomarkers R Alam, DB Peden, JC Lach IEEE Journal of Biomedical and Health Informatics, 2020 | 11 | 2020 |
| 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 | 10 | 2022 |
| 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 | 10 | 2020 |
| 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 | 7 | 2022 |
| 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 | 6 | 2018 |
| [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 | 5 | 2019 |
| 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 | 4 | 2022 |
| 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 |
| Non-invasive inference of minute ventilation using wearable ECG and Gaussian process regression R Alam, DB Peden, J Gong, J Lach 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 3 | 2019 |
John LachThe George Washington UniversityVerified email at gwu.edu
