Medical AI Encodes a "Feeling of Error": Verifying Cancer Segmentation via Internal Concepts

Mengmeng Ma, Yunxiang Peng, Tang Li +4

Cancer segmentation models can fail silently, generating plausible but incorrect masks that risk missed findings or unnecessary biopsies. A critical question arises: Do AI models "…