Inferring Physical Function From Wearable Activity Monitors: Analysis of Free-Living Activity Data From Patients With Knee Osteoarthritis.

Vibhu Agarwal Matthew Smuck Christy Tomkins-Lane Nigam Haresh Shah

Published in: JMIR mHealth and uHealth (2018)

Function profiles accurately represent physical function, as demonstrated by the relationship between the profiles and clinically measured physical performance. The estimation of physical performance through function profiles derived from free-living activity data may enable remote functional monitoring of patients.

Keyphrases

knee osteoarthritis
physical activity
mental health
electronic health record
newly diagnosed
ejection fraction
big data
prognostic factors
heart rate
machine learning
blood pressure
deep learning