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

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...

Full description

Bibliographic Details
Main Authors: Habiballah Rahimi-Eichi, Garth Coombs III, Constanza M Vidal Bustamante, Jukka-Pekka Onnela, Justin T Baker, Randy L Buckner
Format: Article
Language:English
Published: JMIR Publications 2021-10-01
Series:JMIR mHealth and uHealth
Online Access:https://mhealth.jmir.org/2021/10/e29849