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Why rankings of biomedical image analysis competitions should be interpreted with care

Why rankings of biomedical image analysis competitions should be interpreted with care

Abstract International challenges have become the standard for validation of biomedical image analysis methods. Given their scientific impact, it is surprising that a critical analysis of common practices related to the organization of challenges has not yet been performed. In this paper, we present a comprehensive analysis of biomedical image …