Development and validation of warning system of ventricular tachyarrhythmia in patients with heart failure with heart rate variability data

por Au-Yeung, Wan-Tai M., Reinhall, Per G., Bardy, Gust H., Brunton, Steven L.
Publicado 2018

Reduction of false alarms in the intensive care unit using an optimized machine learning based approach

por Au-Yeung, Wan-Tai M., Sahani, Ashish K., Isselbacher, Eric M., Armoundas, Antonis A.
Publicado 2019

IDENTIFYING DIGITAL BIOMARKERS OF DEMENTIA-RELATED AGITATION: PRELIMINARY RESULTS FROM THE MODERATE STUDY

por Au-Yeung, Wan-Tai M, Miller, Lyndsey M, Beattie, Zachary, Reynolds, Christina L, Kaye, Jeffrey
Publicado 2019

Sensing a problem: Proof of concept for characterizing and predicting agitation

por Au‐Yeung, Wan‐Tai M., Miller, Lyndsey, Beattie, Zachary, Dodge, Hiroko H., Reynolds, Christina, Vahia, Ipsit, Kaye, Jeffrey
Publicado 2020

State‐of‐the‐Art Machine Learning Techniques Aiming to Improve Patient Outcomes Pertaining to the Cardiovascular System

por Sevakula, Rahul Kumar, Au‐Yeung, Wan‐Tai M., Singh, Jagmeet P., Heist, E. Kevin, Isselbacher, Eric M., Armoundas, Antonis A.
Publicado 2020

Real-time machine learning-based intensive care unit alarm classification without prior knowledge of the underlying rhythm

por Au-Yeung, Wan-Tai M, Sevakula, Rahul K, Sahani, Ashish K, Kassab, Mohamad, Boyer, Richard, Isselbacher, Eric M, Armoundas, Antonis A
Publicado 2021

Real‐Time Arrhythmia Detection Using Hybrid Convolutional Neural Networks

por Bollepalli, Sandeep Chandra, Sevakula, Rahul K., Au‐Yeung, Wan‐Tai M., Kassab, Mohamad B., Merchant, Faisal M., Bazoukis, George, Boyer, Richard, Isselbacher, Eric M., Armoundas, Antonis A.
Publicado 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 Interv...

por Elliott, Jonathan E., Tinsley, Carolyn E., Reynolds, Christina, Olson, Randall J., Weymann, Kristianna B., Au-Yeung, Wan-Tai M., Wilkerson, Andrea, Kaye, Jeffrey A., Lim, Miranda M.
Publicado 2022

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

por Muurling, Marijn, Au-Yeung, Wan-Tai M, Beattie, Zachary, Wu, Chao-Yi, Dodge, Hiroko, Rodrigues, Nathaniel K, Gothard, Sarah, Silbert, Lisa C, Barnes, Lisa L, Steele, Joel S, Kaye, Jeffrey
Publicado 2023