Jia-Yong Yan

Sleep stage classification using instantaneous heart and breathing rates with a TCN-BiGRU-SE model

Background Sleep staging is a fundamental task in clinical sleep medicine and wearable health monitoring. Traditional sleep staging methods primarily rely on polysomnography which provides high accuracy but involves complex instrumentation and high cost, limiting its application in home-based monitoring and large-scale...