Semi-automatic muscle segmentation in MR images using deep registration-based label propagation

•Registration-based label propagation is used for intra-subject muscle MR segmentation.•3D few-shot segmentation is reached by propagating 2D labels using deep registration.•Propagation is guided by image intensity, muscle shape and registration consistency.•Bidirectional propagation uses registrati...

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Bibliographic Details

Published in:	Pattern recognition Vol. 140; no. August 2023; p. 109529
Main Authors:	Decaux, Nathan, Conze, Pierre-Henri, Ropars, Juliette, He, Xinyan, Sheehan, Frances T., Pons, Christelle, Ben Salem, Douraied, Brochard, Sylvain, Rousseau, François
Format:	Journal Article
Language:	English
Published:	England Elsevier Ltd 01.08.2023 Elsevier
Subjects:	Computer Science Computer Vision and Pattern Recognition Deep registration Label propagation Musculoskeletal system Semi-automatic segmentation Semi-automatic segmentation Musculoskeletal system Deep registration Label propagation deep registration label propagation musculoskeletal system few-shot segmentation semi-automatic segmentation
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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