# Automatic sleep stage classification: From classical machine learning methods to deep learning

> Research article (Biomedical Signal Processing and Control, 2022) · cited 87× · AI/ML

**Wikidata**: [openalex:W4280630954](https://www.wikidata.org/wiki/openalex:W4280630954)  
**Source**: https://4ort.xyz/entity/automatic-sleep-stage-classification-from-classical-machine-learning-methods-to-deep-learning