Circadian Rhythm Analysis Using Wearable Device Data: A Novel Penalized Machine Learning Approach
Xinyue Li, Michael J. Kane, Yunting Zhang, Wanqi Sun, Yuanjin Song, Shumei Dong, Qingmin Lin, Qi Zhu, Fan Jiang, Hongyu Zhao
This paper introduces a penalized machine learning method to analyze circadian rhythms from wearable device data and links daily rhythms to motor development in infants.
Journal of Medical Internet Research · May 13, 2020Peer-reviewedNeuroscience