3 papers
cs.CV2026
AMPLIFAI: A Multiphase CT Dataset for Benchmarking Clinical Reasoning in LI-RADS Assessment of Liver Lesions
Pranav Kulkarni, Nikhil Shah, Amritansh Suryavanshi +10
Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related mortality worldwide, with early detection improving survival from <20% to >70%. The standardized Liver I…
cs.LG2026
CRESTomics: Analyzing Carotid Plaques in the CREST-2 Trial with a New Additive Classification Model
Pranav Kulkarni, Brajesh K. Lal, Georges Jreij +11
Accurate characterization of carotid plaques is critical for stroke prevention in patients with carotid stenosis. We analyze 500 plaques from CREST-2, a multi-center clinical trial…
cs.CV2025
Detecting and Monitoring Bias for Subgroups in Breast Cancer Detection AI
Amit Kumar Kundu, Florence X. Doo, Vaishnavi Patil +2
Automated mammography screening plays an important role in early breast cancer detection. However, current machine learning models, developed on some training datasets, may exhibit…