| 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 | 114 | 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 | 47 | 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 | 40 | 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 | 38 | 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 | 32 | 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 | 25 | 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 | 19 | 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 | 16 | 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 | 14 | 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 | 13 | 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 | 5 | 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 | 2 | 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 |
| Examining the Relationships Between Indoor Environmental Quality Parameters Pertaining to Light, Noise, Temperature, and Humidity and the Behavioral and Psychological Symptoms … WTM Au-Yeung, L Miller, CY Wu, Z Beattie, M Nunnerley, R Hanna, ... Interactive Journal of Medical Research 13 (1), e56452, 2024 | | 2024 |
| DETECT-AD-Digital Evaluations and Technologies Enabling Clinical Translation for Alzheimer’s Disease: Results of amyloid screening methodologies in a simulated anti-amyloid … JA Kaye, N Mattek, AB Mar, J Marcoe, EJ Hanna, A Pierce, Y Shang, ... Alzheimer's Association International Conference, 2024 | | 2024 |
| Disrupted Sleep at Night Is Associated with a Higher Level of Agitation Throughout the Week in People Living with Cognitive Decline WTM Au-Yeung, LM Miller, A Lindauer, ZT Beattie, N Mattek, JS Steele, ... Alzheimer's Association International Conference, 2024 | | 2024 |
| Feasibility of Deploying Home-Based Digital Technology, Environmental Sensors, and Web-Based Surveys for Assessing Behavioral Symptoms and Identifying Their Precipitants in … WTM Au-Yeung, Y Liu, R Hanna, S Gothard, N Rodrigues, CL Guerrero, ... JMIR Formative Research 8 (1), e53192, 2024 | | 2024 |
Per ReinhallUniversity of WashingtonVerified email at uw.edu
