A. Bilal

Auditing Class-Conditional Acquisition Confounding Across Five Open Tuberculosis Chest X-ray Corpora

Open tuberculosis (TB) chest X-ray benchmarks can reward acquisition-source recognition instead of disease recognition: the same model can look excellent or weak depending only on the evaluation split. Models routinely report AUROC above 0.95 on these benchmarks yet degrade at deployment sites. We audit five widely use...