Fatima Zeineddine

Bias and Generalizability of Foundation Models across Datasets in Breast Mammography

2025 · arXiv (Cornell University)

Over the past decades, computer-aided diagnosis tools for breast cancer have been developed to enhance screening procedures, yet their clinical adoption remains challenged by data variability and inherent biases. Although foundation models (FMs) have recently …