Patient-Aware Contrastive Learning Preserves Per-Patient Structure in RR-Interval Representations

Yasantha Niroshana, Weijith Wimalasiri, Chathuranga Hettiarachchi

Contrastive representation learning struggles on physiological signals when each subject contributes a distinct baseline pattern. If class differences overlap with subject differen…