# Classification and automatic scoring of arousal intensity during sleep stages using machine learning

> Research article (Scientific Reports, 2024) · cited 18× · AI/ML

**Wikidata**: [openalex:W4392682846](https://www.wikidata.org/wiki/openalex:W4392682846)  
**Source**: https://4ort.xyz/entity/classification-and-automatic-scoring-of-arousal-intensity-during-sleep-stages-using-machine-learning