Searching for prostate cancer by fully automated magnetic resonance imaging classification: deep learning versus non-deep learning

Prostate cancer (PCa) is a major cause of death since ancient time documented in Egyptian Ptolemaic mummy imaging. PCa detection is critical to personalized medicine and varies considerably under an MRI scan. 172 patients with 2,602 morphologic images (axial 2D T2-weighted imaging) of the prostate w...

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Detalles Bibliográficos
Autores principales: Wang, Xinggang, Yang, Wei, Weinreb, Jeffrey, Han, Juan, Li, Qiubai, Kong, Xiangchuang, Yan, Yongluan, Ke, Zan, Luo, Bo, Liu, Tao, Wang, Liang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5684419/
https://www.ncbi.nlm.nih.gov/pubmed/29133818
http://dx.doi.org/10.1038/s41598-017-15720-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5684419/
https://www.ncbi.nlm.nih.gov/pubmed/29133818
http://dx.doi.org/10.1038/s41598-017-15720-y

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