Distilling CT Foundation Models into Editable Concept Bottlenecks for Lung Nodule Malignancy Prediction

Fakrul Islam Tushar, Stephen Adamo, Geoffrey D. Rubin

Foundation models provide transferable CT representations, but predictions based directly on these embeddings are difficult to interpret. We developed concept bottleneck models tha…