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Prostate cancer detection from multi-institution multiparametric MRIs using deep convolutional neural networks

Multiparametric magnetic resonance imaging (mpMRI) of the prostate aids in early diagnosis of prostate cancer, but is difficult to interpret and subject to interreader variability. Our objective is to generate probability maps, overlaid on original mpMRI images to help radiologists identify where a...

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Foilsithe in:J Med Imaging (Bellingham)
Main Authors: Sumathipala, Yohan, Lay, Nathan, Turkbey, Baris, Smith, Clayton, Choyke, Peter L., Summers, Ronald M.
Formáid: Artigo
Teanga:Inglês
Foilsithe: Society of Photo-Optical Instrumentation Engineers 2018
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6294844/
https://ncbi.nlm.nih.gov/pubmed/30840728
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.5.4.044507
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