Shadi Albarqouni

Polyp-artifact relationship analysis using graph inductive learned representations

2020 · arXiv (Cornell University)

The diagnosis process of colorectal cancer mainly focuses on the localization and characterization of abnormal growths in the colon tissue known as polyps. Despite recent advances in deep object localization, the localization of polyps remains …

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 …