CC-DiceCE boosts recall for small lesion segmentation in MRI with minimal degradation in other metrics and generally outperforms blob loss across datasets.
Training We evaluated all loss functions within the nnU-Net frame- work
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Learning to Look Closer: A New Instance-Wise Loss for Small Cerebral Lesion Segmentation
CC-DiceCE boosts recall for small lesion segmentation in MRI with minimal degradation in other metrics and generally outperforms blob loss across datasets.