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Fully automated segmentation of prostate whole gland and transition zone in diffusion-weighted MRI using convolutional neural networks

Prostate cancer is a leading cause of cancer-related death among men. Multiparametric magnetic resonance imaging has become an essential part of the diagnostic evaluation of prostate cancer. The internationally accepted interpretation scheme (Pi-Rads v2) has different algorithms for scoring of the t...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Clark, Tyler, Zhang, Junjie, Baig, Sameer, Wong, Alexander, Haider, Masoom A., Khalvati, Farzad
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5644511/
https://ncbi.nlm.nih.gov/pubmed/29057288
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.4.4.041307
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