Research

Are Large Vision Language Models Truly Grounded in Medical Images?

Evidence from Italian clinical Visual Question Answering: do VLMs actually look at the image, or are they just guessing?

arXiv publications

All preprints authored by Ferramola, M.

Coming soon

Content in preparation.

EuropeMedQA Study Protocol

A multilingual, multimodal benchmark to evaluate LLMs on official medical exams from Italy, France, Spain, and Portugal.