most citedAre we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

17 citations · 17 across the 1 of their papers we have counts for

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eess.IV2021★ 17 cited

Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

Florian Kofler, Ivan Ezhov, Fabian Isensee +16

Metrics optimized in complex machine learning tasks are often selected in an ad-hoc manner. It is unknown how they align with human expert perception. We explore the correlations b…