Author

W. Nejdl

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Preprint Oct 2026

SAP-ViT: A Self-Attributing Patch Vision Transformer for Medical Image Classification

Vision Transformer (ViT) classifiers commonly rely on a global classification (CLS) token for image-level prediction, which is poorly aligned with local interpretability requirements in medical imaging. We propose SAP-ViT, a Self-Attributing Patch Vision Transformer that replaces CLS-based classification with direct ag...

Wei Zhang, W. Nejdl, Ming Tang · 0 citations