XAI in Medical Image Report Generation: Unlocking Stress Testing as a Responsible AI Practice for Multimodal Models

Flávia Carvalhido, Henrique Lopes Cardoso, Vítor Cerqueira, Carlos Soares. XAI in Medical Image Report Generation: Unlocking Stress Testing as a Responsible AI Practice for Multimodal Models. In Philipp Cimiano, Fosca Giannotti, Tim Miller 0001, Barbara Hammer, Alejandro Catalá Bolos, Peter A. Flach, Jose Maria Alonso-Moral, editors, Proceedings of the Second Multimodal, Affective and Interactive eXplainable AI Workshop (MAI-XAI 2025) co-located with the 28th European Conference on Artificial Intelligence 25-30 October 2025 (ECAI 2025), Bologna, Italy, October 26, 2025. Volume 4061 of CEUR Workshop Proceedings, CEUR-WS.org, 2025. [doi]

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