Objective risk stratification of prostate cancer using machine learning and radiomics applied to multiparametric magnetic resonance images

Multiparametric magnetic resonance imaging (mpMRI) has become increasingly important for the clinical assessment of prostate cancer (PCa), but its interpretation is generally variable due to its relatively subjective nature. Radiomics and classification methods have shown potential for improving the...

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Foilsithe in:Sci Rep
Main Authors: Varghese, Bino, Chen, Frank, Hwang, Darryl, Palmer, Suzanne L, De Castro Abreu, Andre Luis, Ukimura, Osamu, Aron, Monish, Aron, Manju, Gill, Inderbir, Duddalwar, Vinay, Pandey, Gaurav
Formáid: Artigo
Teanga:Inglês
Foilsithe: Nature Publishing Group UK 2019
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Article
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6367324/
https://ncbi.nlm.nih.gov/pubmed/30733585
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-38381-x
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