Comparing Human-Smartphone Interactions and Actigraphy Measurements for Circadian Rhythm Stability and Adiposity: Algorithm Development and Validation Study.

Hai-Hua Chuang Chen Lin Li-Ang Lee Hsiang-Chih Chang Guan-Jie She Yu-Hsuan Lin

Published in: Journal of medical Internet research (2024)

Our findings suggest that IS is strongly correlated with various adiposity indicators. Further exploration of the role of circadian rhythm, particularly measured through human-smartphone interactions, in obesity prevention could be warranted.

Keyphrases

endothelial cells
insulin resistance
weight gain
induced pluripotent stem cells
metabolic syndrome
machine learning
heart rate
weight loss
deep learning
blood pressure
neural network