Youcef Abdelhalim

Post-Hoc Explainability for Generative Volumetric Medical Vision-Language Models

In radiology, multimodal vision-language models (VLMs) are increasingly used for clinical tasks such as report generation and visual question answering. Their adoption has raised important concerns regarding the transparency and trust-worthiness of the generated text reports, as the reasoning process leading to a given...