Yufan Wang

Fluent responses from multimodal language models can mislead, as they often lack the evidence-grounded clinical reasoning necessary for accurate diagnosis.

Proprietary MLLMs may achieve high diagnostic accuracy, but they still struggle with reliable clinical reasoning, revealing significant gaps in their practical utility.

nMAS can cut gastric biopsy report review time from over 83 hours to just 1.4 hours, unlocking substantial efficiency gains in clinical settings.