# Contactless sleep apnea detection in snoring signals using hybrid deep neural networks targeted for embedded hardware platform with real-time applications

> Research article (Biomedical Signal Processing and Control, 2022) · cited 18× · AI/ML

**Wikidata**: [openalex:W4280494973](https://www.wikidata.org/wiki/openalex:W4280494973)  
**Source**: https://4ort.xyz/entity/contactless-sleep-apnea-detection-in-snoring-signals-using-hybrid-deep-neural-networks-targeted-for-embedded-hardware-pl