2 papers
stat.ME2026
A Multi-Cohort Validation of Censoring-Aware Conformal Lower Predictive Bounds for Pathology Survival Models
Mingi Hong
Whole-slide survival models commonly provide risk rankings without calibrated statements about individual event times. We evaluate fixed-cutoff drcosarc, a post-hoc conformal wrapp…
eess.IV2026
Physics-Grounded Adversarial Stain Augmentation with Calibrated Coverage Guarantees
Mingi Hong
Stain variation across hospitals degrades histopathology models at deployment. Existing augmentation methods perturb color spaces with arbitrary hyperparameters, lacking both a pri…