# Application of LightGBM hybrid model based on TPE algorithm optimization in sleep apnea detection

> Research article (Frontiers in Neuroscience, 2024) · cited 18× · AI/ML

**Wikidata**: [openalex:W4391929359](https://www.wikidata.org/wiki/openalex:W4391929359)  
**Source**: https://4ort.xyz/entity/application-of-lightgbm-hybrid-model-based-on-tpe-algorithm-optimization-in-sleep-apnea-detection