Preserving known anatomical topology in medical image segmentation using deep learning

<p>Since the rise of deep learning, new medical image segmentation methods have rapidly been proposed with promising results, with each one reporting marginal improvements on the previous state-of-the-art (SOTA) method. However, on visual inspection, errors are often revealed, such as topologi...

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Bibliographic Details
Main Author: Wyburd, MK
Other Authors: Namburete, A
Format: Thesis
Language:English
Published: 2022
Subjects: