Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning

Dongjoon Lee, Hyeryn Park, Changhee Lee

Previous deep learning approaches for survival analysis have primarily relied on ranking losses to improve discrimination performance, which often comes at the expense of calibrati…