# Detection of obstructive sleep apnea from single-channel ECG signals using a CNN-transformer architecture

> Research article (Biomedical Signal Processing and Control, 2023) · cited 91× · AI/ML

**Wikidata**: [openalex:W4317748853](https://www.wikidata.org/wiki/openalex:W4317748853)  
**Source**: https://4ort.xyz/entity/detection-of-obstructive-sleep-apnea-from-single-channel-ecg-signals-using-a-cnn-transformer-architecture