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cs.CV2025
Evaluating the Explainability of Vision Transformers in Medical Imaging
Leili Barekatain, Ben Glocker
Understanding model decisions is crucial in medical imaging, where interpretability directly impacts clinical trust and adoption. Vision Transformers (ViTs) have demonstrated state…
cs.CV2023★ 1 cited
Explainability of Vision Transformers: A Comprehensive Review and New Perspectives
Rojina Kashefi, Leili Barekatain, Mohammad Sabokrou +1
Transformers have had a significant impact on natural language processing and have recently demonstrated their potential in computer vision. They have shown promising results over…