# Deep learning for automated sleep staging using instantaneous heart rate

> Research article (npj Digital Medicine, 2020) · cited 135× · AI/ML

**Wikidata**: [openalex:W3067609825](https://www.wikidata.org/wiki/openalex:W3067609825)  
**Source**: https://4ort.xyz/entity/deep-learning-for-automated-sleep-staging-using-instantaneous-heart-rate