Ching-Wen Lee

Learning Causal Alignment for Reliable Disease Diagnosis

Aligning the decision-making process of machine learning algorithms with that of experienced radiologists is crucial for reliable diagnosis. While existing methods have attempted to align their prediction behaviors to those of radiologists reflected in the training data, this alignment is primarily…