A Generic Algorithm for Sleep-Wake Cycle Detection using Unlabeled Actigraphy Data

Shanshan Chen, Robert Perera, Matthew M. Engelhard +3

One key component when analyzing actigraphy data for sleep studies is sleep-wake cycle detection. Most detection algorithms rely on accurate sleep diary labels to generate supervis…