A point-based Couinaud segmentation model that replaces explicit liver vessel priors with a 3D dynamic graph reasoning module, achieving competitive Dice and ASD on MSD and LiTS.
In: Medical Image Understanding and Analysis: 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12–14
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Skip priors and add graph-based anatomical information, for point-based Couinaud segmentation
A point-based Couinaud segmentation model that replaces explicit liver vessel priors with a 3D dynamic graph reasoning module, achieving competitive Dice and ASD on MSD and LiTS.