GraphCL adds graph-based structure modeling and a correlation clustering loss to the BCP framework, reporting higher Dice scores on ACDC, LA, and Pancreas-NIH.
Deep learning techniques for automatic mri cardiac multi-structures segmentation and diagnosis: is the problem solved? TMI, 37(11):2514–2525, 2018
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GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
GraphCL adds graph-based structure modeling and a correlation clustering loss to the BCP framework, reporting higher Dice scores on ACDC, LA, and Pancreas-NIH.