Cross-Cohort Reliability of Machine Learning for Breast Cancer Survival Prediction
Transportability limitations can affect discrimination, probability calibration, and uncertainty estimates even when machine-learning pipelines use the same input variables. This study evaluated 5-year breast cancer survival models across METABRIC and TCGA-BRCA using age and ER, PR, and HER2 status. Logistic regression...