Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays

Bulat Maksudov, Kathleen Curran, Alessandra Mileo

An essential step in deploying medical imaging models is ensuring alignment with clinical knowledge and interpretability. We focus on mapping clinical concepts into the latent spac…