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Region-based evidential deep learning to quantify uncertainty and improve robustness of brain tumor segmentation

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Despite recent advances in the accuracy of brain tumor segmentation, the results still suffer from low reliability and robustness. Uncertainty estimation is an efficient solution to this problem, as it provides a measure of confidence in the segmentation resul... ...