CC-DiceCE boosts recall for small lesion segmentation in MRI with minimal degradation in other metrics and generally outperforms blob loss across datasets.
A new family of instance-level loss func- tions for improving instance-level segmentation and de- tection of white matter hyperintensities in routine clini- cal brain mri,
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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.