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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Sci Rep
Prif Awduron: Wang, Xinggang, Yang, Wei, Weinreb, Jeffrey, Han, Juan, Li, Qiubai, Kong, Xiangchuang, Yan, Yongluan, Ke, Zan, Luo, Bo, Liu, Tao, Wang, Liang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Nature Publishing Group UK 2017
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5684419/
https://ncbi.nlm.nih.gov/pubmed/29133818
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-15720-y
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