Abdulmotaleb Elsaddik

Learning with Counterfactual Explanations for Radiology Report Generation

"Due to the common content of anatomy, radiology images with their corresponding reports exhibit high similarity. Such inherent data bias can predispose automatic report generation models to learn entangled and spurious representations resulting in misdiagnostic reports. To tackle these, we propose…