# MS-Net: Sleep apnea detection in PPG using multi-scale block and shadow module one-dimensional convolutional neural network

> Research article (Computers in Biology and Medicine, 2023) · cited 28× · AI/ML

**Wikidata**: [openalex:W4313893670](https://www.wikidata.org/wiki/openalex:W4313893670)  
**Source**: https://4ort.xyz/entity/ms-net-sleep-apnea-detection-in-ppg-using-multi-scale-block-and-shadow-module-one-dimensional-convolutional-neural-netwo