# An expert system for automated identification of obstructive sleep apnea from single-lead ECG using random under sampling boosting

> Research article (Neurocomputing, 2017) · cited 151× · AI/ML

**Wikidata**: [openalex:W2571304339](https://www.wikidata.org/wiki/openalex:W2571304339)  
**Source**: https://4ort.xyz/entity/an-expert-system-for-automated-identification-of-obstructive-sleep-apnea-from-single-lead-ecg-using-random-under-samplin