449 citations · 520 across the 22 of their papers we have counts for
5 papers · 1 filter
Real-Time Decentralized knowledge Transfer at the Edge
Orpaz Goldstein, Mohammad Kachuee, Derek Shiell +1
The proliferation of edge networks creates islands of learning agents working on local streams of data. Transferring knowledge between these agents in real-time without exposing pr…
Anxiety Detection Leveraging Mobile Passive Sensing
Lionel Levine, Migyeong Gwak, Kimmo Karkkainen +5
Anxiety disorders are the most common class of psychiatric problems affecting both children and adults. However, tools to effectively monitor and manage anxiety are lacking, and co…
Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding
Shayan Fazeli, Babak Moatamed, Majid Sarrafzadeh
The rapid spread of the novel coronavirus (COVID-19) has severely impacted almost all countries around the world. It not only has caused a tremendous burden on health-care provider…
Transfer Learning for Activity Recognition in Mobile Health
Yuchao Ma, Andrew T. Campbell, Diane J. Cook +6
While activity recognition from inertial sensors holds potential for mobile health, differences in sensing platforms and user movement patterns cause performance degradation. Aimin…
A Flexible and Intelligent Framework for Remote Health Monitoring Dashboards
Shayan Fazeli, Majid Sarrafzadeh
Developing and maintaining monitoring panels is undoubtedly the main task in the remote patient monitoring (RPM) systems. Due to the significant variations in desired functionaliti…