# Detecting sleep using heart rate and motion data from multisensor consumer-grade wearables, relative to wrist actigraphy and polysomnography

> Research article (SLEEP, 2020) · cited 151× · AI/ML

**Wikidata**: [openalex:W3013552016](https://www.wikidata.org/wiki/openalex:W3013552016)  
**Source**: https://4ort.xyz/entity/detecting-sleep-using-heart-rate-and-motion-data-from-multisensor-consumer-grade-wearables-relative-to-wrist-actigraphy-