# A Multi-Class Automatic Sleep Staging Method Based on Long Short-Term Memory Network Using Single-Lead Electrocardiogram Signals

> Research article (IEEE Access, 2019) · cited 38× · AI/ML

**Wikidata**: [openalex:W2955564905](https://www.wikidata.org/wiki/openalex:W2955564905)  
**Source**: https://4ort.xyz/entity/a-multi-class-automatic-sleep-staging-method-based-on-long-short-term-memory-network-using-single-lead-electrocardiogram