Physical Activity Trend eXtraction: A Framework for Extracting Moderate-Vigorous Physical Activity Trends From Wearable Fitness Tracker Data.

Louis Faust Cheng Wang David S Hachen Omar Lizardo Nitesh V Chawla

Published in: JMIR mHealth and uHealth (2019)

By providing meaningful and flexible outputs, PATX alleviates data concerns common with fitness trackers to support MVPA behavior change studies as they shift to more objective assessments of MVPA.

Keyphrases

physical activity
electronic health record
body mass index
big data
body composition
sleep quality
mouse model
machine learning
blood pressure
depressive symptoms