| State‐of‐the‐art machine learning techniques aiming to improve patient outcomes pertaining to the cardiovascular system RK Sevakula, WTM Au‐Yeung, JP Singh, EK Heist, EM Isselbacher, ... Journal of the American Heart Association 9 (4), e013924, 2020 | 108 | 2020 |
| The collaborative aging research using technology initiative: an open, sharable, technology-agnostic platform for the research community Z Beattie, LM Miller, C Almirola, WTM Au-Yeung, H Bernard, KE Cosgrove, ... Digital Biomarkers 4 (Suppl. 1), 100-118, 2020 | 41 | 2020 |
| Reduction of false alarms in the intensive care unit using an optimized machine learning based approach WTM Au-Yeung, AK Sahani, EM Isselbacher, AA Armoundas NPJ digital medicine 2 (1), 86, 2019 | 35 | 2019 |
| Development and validation of warning system of ventricular tachyarrhythmia in patients with heart failure with heart rate variability data WTM Au-Yeung, PG Reinhall, GH Bardy, SL Brunton PLoS One 13 (11), e0207215, 2018 | 33 | 2018 |
| SCD-HeFT: Use of RR interval statistics for long-term risk stratification for arrhythmic sudden cardiac death WM Au-yeung, PG Reinhall, JE Poole, J Anderson, G Johnson, ... Heart Rhythm 12 (10), 2058-2066, 2015 | 30 | 2015 |
| Monitoring behaviors of patients with late-stage dementia using passive environmental sensing approaches: a case series WTM Au-Yeung, L Miller, Z Beattie, R May, HV Cray, Z Kabelac, D Katabi, ... The American Journal of Geriatric Psychiatry 30 (1), 1-11, 2022 | 18 | 2022 |
| Sensing a problem: Proof of concept for characterizing and predicting agitation WTM Au‐Yeung, L Miller, Z Beattie, HH Dodge, C Reynolds, I Vahia, ... Alzheimer's & Dementia: Translational Research & Clinical Interventions 6 (1 …, 2020 | 16 | 2020 |
| Real‐time arrhythmia detection using hybrid convolutional neural networks SC Bollepalli, RK Sevakula, WTM Au‐Yeung, MB Kassab, FM Merchant, ... Journal of the American Heart Association 10 (23), e023222, 2021 | 15 | 2021 |
| Step count standardization: validation of step counts from the withings activite using PiezoRxD and wGT3X-BT WTM Au-Yeung, JA Kaye, Z Beattie 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 13 | 2020 |
| Real-time machine learning-based intensive care unit alarm classification without prior knowledge of the underlying rhythm WTM Au-Yeung, RK Sevakula, AK Sahani, M Kassab, R Boyer, ... European Heart Journal-Digital Health 2 (3), 437-445, 2021 | 11 | 2021 |
| Tunable White Light for Elders (TWLITE): A Protocol Demonstrating Feasibility and Acceptability for Deployment, Remote Data Collection, and Analysis of a Home-Based Lighting … JE Elliott, CE Tinsley, C Reynolds, RJ Olson, KB Weymann, ... Sensors 22 (14), 5372, 2022 | 3 | 2022 |
| The remote assessment and dynamic response program: development of an in-home dementia-related care needs assessment to improve well-being LM Miller, DN Solomon, CJ Whitlatch, SO Hiatt, CY Wu, C Reynolds, ... Innovation in Aging 6 (2), igac006, 2022 | 3 | 2022 |
| State of the art in artificial intelligence and machine learning techniques for improving patient outcomes pertaining to the cardiovascular and respiratory systems WTM Au-Yeung, RK Sevakula, JP Singh, EK Heist, EM Isselbacher, ... Cardiac Bioelectric Therapy: Mechanisms and Practical Implications, 335-352, 2021 | 2 | 2021 |
| 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 M Muurling, WTM Au-Yeung, Z Beattie, CY Wu, H Dodge, NK Rodrigues, ... JMIR aging 6, e45876, 2023 | 1 | 2023 |
| Predicting major decline in older adults: The role of time spent out of home WTM Au‐Yeung, LM Miller, JS Steele, N Mattek, ZT Beattie, LC Silbert, ... Alzheimer's & Dementia 18, e066860, 2022 | 1 | 2022 |
| Identifying digital biomarkers of dementia-related agitation: Preliminary results from the moderate study WTM Au-Yeung, LM Miller, Z Beattie, CL Reynolds, J Kaye Innovation in Aging 3 (Supplement_1), S914-S914, 2019 | 1 | 2019 |
| ASSESSMENT OF OLDER ADULTS’BEHAVIORAL SYMPTOMS AND THEIR SOCIAL BEHAVIORS USING SURVEYS AND A TECHNOLOGY PLATFORM WT Au-Yeung, L Miller, A Lindauer, N Rodrigues, CL Guerrero, S Gothard, ... Innovation in Aging 7 (Supplement_1), 560-560, 2023 | | 2023 |
| High dimensional Longitudinal Assessment of Ambient Home Environments and Their Association with Behaviors of People with Cognitive Decline WTM Au‐Yeung, LM Miller, A Lindauer, N Rodrigues, CL Guerrero, ... Alzheimer's & Dementia 19, e082052, 2023 | | 2023 |
| DETECT‐AD (Digital Evaluations and Technologies Enabling Clinical Translation for Alzheimer’s Disease): A simulated anti‐amyloid clinical trial using digital biomarkers as … JA Kaye, J Marcoe, AB Mar, EJ Hanna, A Pierce, LC Silbert, Y Shang, ... Alzheimer's & Dementia 19, e071888, 2023 | | 2023 |
| REMOTE ELECTRONIC DATA CAPTURE OF MEDICATION USE AND AGITATION SYMPTOMS IN OLDER ADULTS WITH MCI OR DEMENTIA WT Au-Yeung, L Miller, S Gothard, A Lindauer, J Kaye Innovation in Aging 6 (Supplement_1), 456-456, 2022 | | 2022 |
Per ReinhallUniversity of WashingtonVerified email at uw.edu
