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Regression Guided Deformable Models for Segmentation of Multiple Brain ROIs

This paper proposes a novel method of using regression-guided deformable models for brain regions of interest (ROIs) segmentation. Different from conventional deformable segmentation, which often deforms shape model locally and thus sensitive to initialization, we propose to learn a regressor to exp...

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Detalhes bibliográficos
Publicado no:Mach Learn Med Imaging
Main Authors: Wu, Zhengwang, Park, Sang Hyun, Guo, Yanrong, Gao, Yaozong, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5464596/
https://ncbi.nlm.nih.gov/pubmed/28603792
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-47157-0_29
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