A robust generalizable device-agnostic deep learning model for sleep-wake determination from triaxial wrist accelerometry

Nasim Montazeri, Stone Yang, Dominik Luszczynski +5

Study Objectives: Wrist accelerometry is widely used for inferring sleep-wake state. Previous works demonstrated poor wake detection, without cross-device generalizability and vali…