Generating Medical Image Counterfactuals using Causal Explanations

David A. Kelly, Tom Yaacov, Nathan Blake +2

Deep learning models have achieved impressive performance in medical image diagnosis, yet their deployment in clinical settings remains constrained by limited explainability. Count…