A Personalized and Adaptive Distribution Classification of Actigraphy Segments into Sleep-Wake States
A. Vandegriffe, V. A. Samaranayake, M. Thimgan
This paper introduces WACSAW, a novel algorithm for classifying sleep and wakefulness from actigraphy data, achieving >95% accuracy and outperforming existing methods.
bioRxiv · Aug 8, 2023 · PreprintBioengineering