Fernando Carlos López Hernández

"Pathology-Aware Explainability in Chest X-ray Classifiers

Evaluating chest radiograph classifiers presents a fundamental mismatch: models are conventionally validated by discrimination metrics, yet radiological diagnosis relies on the structured interpretation of visual signs—its semiology. This mismatch allows strong classification des...