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Resolving challenges in deep learning-based analyses of histopathological images using explanation methods

By Miriam Hägele and others
Deep learning has recently gained popularity in digital pathology due to its high prediction quality. However, the medical domain requires explanation and insight for a better understanding beyond standard quantitative performance evaluation. Recently, explanation methods have emerged, which are so far still rarely used in medicine. This work shows their... Show more
April 24, 2020
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Resolving challenges in deep learning-based analyses of histopathological images using explanation methods
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