Xinlei Xu

TF-HyperNet: Sleep apnea detection using dual-stream time–frequency fusion and a soft-margin hyperbox decision head

Sleep apnea (SA) is a prevalent sleep-related breathing disorder that poses a substantial threat to public health. Deep learning-based ECG detection methods hold considerable promise for clinical applications. However, real-world clinical monitoring is complicated by both class i...