From Portraits to Pathology: Probing Diagnostic Overreach in Vision-Language Models

Karan Dua, Amit Agarwal, Hitesh Laxmichand Patel +8

Many medical conditions require clinical assessment of symptoms, history, and functioning rather than judgments from appearance. We study whether vision-language models (VLMs) abst…