Скачать или смотреть Vision differential Transformer for brain tumor classification.

A Vision Differential Transformer for brain tumor classification applies transformer-based attention to capture subtle differences in brain imaging features. By modeling global and local patterns more effectively than traditional CNNs, it improves tumor type discrimination, robustness, and accuracy. This approach supports precise diagnosis, better clinical decision-making, and enhanced performance on complex neuroimaging datasets.

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