Assessing the Accuracy of Activity Classification Using Thigh-Worn Accelerometry: A Validation Study of ActiPASS in School-Aged Children.

Claas Lendt Pasan Hettiarachchi Peter J Johansson Scott Duncan Charlotte Lund Rasmussen Anantha Narayanan Tom Stewart

Published in: Journal of physical activity & health (2024)

The results indicate that ActiPASS can accurately classify different basic types of physical activity and sedentary behavior in children using thigh-worn accelerometer data.

Keyphrases

physical activity
young adults
machine learning
deep learning
body mass index
big data
sleep quality
depressive symptoms