Qi Li

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...

When Less Confidence Reaps More AI Benefits: A Compensatory Pattern Through Future Work Self-Salience

Introduction: In the context of AI becoming deeply embedded in professional environments, understanding how EAC drives employee innovative behavior (EIB) has become a critical issue in organizational psychology. Drawing on social cognitive theory (SCT) and complementarity theory,...