Orthogonal seeding with three perpendicular annotated slices improves slice-propagation CT organ segmentation by 21.9% Dice over a single axial seed, with the gain due to seed geometry rather than annotation count or retraining.
In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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Inference-Time Orthogonal Seeding Enables Geometry-Aligned 3D Organ Segmentation for Slice-Propagation Methods
Orthogonal seeding with three perpendicular annotated slices improves slice-propagation CT organ segmentation by 21.9% Dice over a single axial seed, with the gain due to seed geometry rather than annotation count or retraining.