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Recurrence analysis on prostate cancer patients with Gleason score 7 using integrated histopathology whole-slide images and genomic data through deep neural networks

Prostate cancer is the most common nonskin-related cancer, affecting one in seven men in the United States. Gleason score, a sum of the primary and secondary Gleason patterns, is one of the best predictors of prostate cancer outcomes. Recently, significant progress has been made in molecular subtypi...

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Détails bibliographiques
Publié dans:J Med Imaging (Bellingham)
Auteurs principaux: Ren, Jian, Karagoz, Kubra, Gatza, Michael L., Singer, Eric A., Sadimin, Evita, Foran, David J., Qi, Xin
Format: Artigo
Langue:Inglês
Publié: Society of Photo-Optical Instrumentation Engineers 2018
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6237203/
https://ncbi.nlm.nih.gov/pubmed/30840742
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.5.4.047501
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