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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Detalhes bibliográficos
Publicado no: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
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
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Article
Acesso em linha: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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