# Obstructive sleep apnea prediction from electrocardiogram scalograms and spectrograms using convolutional neural networks

> Research article (Physiological Measurement, 2021) · cited 43× · AI/ML

**Wikidata**: [openalex:W3166917660](https://www.wikidata.org/wiki/openalex:W3166917660)  
**Source**: https://4ort.xyz/entity/obstructive-sleep-apnea-prediction-from-electrocardiogram-scalograms-and-spectrograms-using-convolutional-neural-network