Anatomically plausible segmentations: explicitly preserving topology through prior deformations
Since the rise of deep learning, new medical segmentation methods have rapidly been proposed with extremely promising results, often reporting marginal improvements on the previous state-of-the-art (SOTA) method. However, on visual inspection errors are often revealed, such as topological mistakes (...
Main Authors: | Wyburd, MK, Dinsdale, NK, Jenkinson, M, Namburete, AIL |
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Format: | Journal article |
Language: | English |
Published: |
Elsevier
2024
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