Sparse Autoencoders for Interpretable Medical Image Representation Learning

Philipp Wesp, Robbie Holland, Vasiliki Sideri-Lampretsa +1

Vision foundation models (FMs) achieve state-of-the-art performance in medical imaging. However, they encode information in abstract latent representations that clinicians cannot i…