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Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching

Automatic and reliable segmentation of the prostate is an important but difficult task for various clinical applications such as prostate cancer radiotherapy. The main challenges for accurate MR prostate localization lie in two aspects: (1) inhomogeneous and inconsistent appearance around prostate b...

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Detalhes bibliográficos
Publicado no:IEEE Trans Med Imaging
Main Authors: Guo, Yanrong, Gao, Yaozong, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5002995/
https://ncbi.nlm.nih.gov/pubmed/26685226
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2015.2508280
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