Open-source Longitudinal Sleep Analysis From Accelerometer Data (DPSleep): Algorithm Development and Validation

• Main Authors: Habiballah Rahimi-Eichi (Author), Garth Coombs III (Author), Constanza M Vidal Bustamante (Author), Jukka-Pekka Onnela (Author), Justin T Baker (Author), Randy L Buckner (Author)
• Format: Book
• Published: JMIR Publications, 2021-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundWearable devices are now widely available to collect continuous objective behavioral data from individuals and to measure sleep. ObjectiveThis study aims to introduce a pipeline to infer sleep onset, duration, and quality from raw accelerometer data and then quantify the relationships betw...