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 (...

Full description

Bibliographic Details
Main Authors: Wyburd, MK, Dinsdale, NK, Jenkinson, M, Namburete, AIL
Format: Journal article
Language:English
Published: Elsevier 2024