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Influence of contrast and texture based image modifications on the performance and attention shift of U-Net models for brain tissue segmentation

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Contrast and texture modifications applied during training or test-time have recently shown promising results to enhance the generalization performance of deep learning segmentation methods in medical image analysis. However, a deeper understanding of this phe... ...