Author

Ali Khoramfar

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Preprint Aug 2026

Evaluating the Diagnostic Robustness of Vision-Language Models Under Visual and Textual Perturbations

This work utilizes a histopathology-validated brain MRI dataset to systematically assess the diagnostic robustness of four VLM families under evidence-preserving perturbations, and reveals significant vulnerabilities in presentation-order stability.

Ali Khoramfar, M. Dousti, Alireza Mohamadian et al. · 0 citations