Mahbuba Tasmin

she/her

Ph.D. Candidate in Computer Science at UMass Amherst. My research integrates machine learning and computational biology to understand and predict antibiotic resistance in Mycobacterium tuberculosis.

Unveiling GPT-4V’s Hidden Challenges Behind High Accuracy on USMLE Questions

Published in Journal of Medical Internet Research (2025), 2025

Summary: Dissects GPT-4V responses to USMLE-style questions, cataloging error patterns in multimodal reasoning, visual grounding, and factual calibration. Provides actionable evaluation protocols for clinical AI deployment.