Rehab Coach

Towards a More Interactive Virtual Coach for Rehabilitation Exercises

Class Project: 15-821 Mobile and Pervasive Computing(IoT)

Team: Catherine Yu, Andong Jing

Mentors: Asim Smailagic, Dan Siewiorek, and Min Lee.

Date: December, 2021


For rehabilitation, clinical tests require direct, visual observation of patient’s exercises, but:

  • tests are time-consuming
  • therapists have limited availabilities

The adoption of rehabilitation monitoring system remains a challenge due to:

  • the lack of user-centered designs
  • opaqueness of the machine learning algorithms


Virtual Coach for patients with musculoskeletal and neurological diseases, that:

  • identifies the compensations
  • provide feedback & corrections

For more information, please checkout the poster.