Seung Gyu Jeong

PC-MCL: PATIENT-CONSISTENT MULTI-CYCLE LEARNING WITH MULTI-LABEL BIAS CORRECTION FOR RESPIRATORY SOUND CLASSIFICATION

Automated respiratory sound classification supports the diagnosis of pulmonary diseases. However, many deep models still rely on cycle-level analysis and suffer from patient-specific overfitting. We propose PC-MCL (Patient-Consistent Multi-Cycle Learning) to address these limitations by utilizing th…