most citedEvaluating Reasoning Faithfulness in Medical Vision-Language Models using Multimodal Perturbations

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cs.CV2026

RadPRISM: Schema-stratified radiology-report supervision for concept-disentangled image representations and visual grounding

Fabian Drexel, Marlene Fritzsche, Era Stambollxhiu +15

Vision-language pretraining learns rich medical image representations from radiology reports, but previous model variants commonly operate within a single shared embedding space, s…