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Automated Gleason grading of prostate cancer tissue microarrays via deep learning

The Gleason grading system remains the most powerful prognostic predictor for patients with prostate cancer since the 1960s. Its application requires highly-trained pathologists, is tedious and yet suffers from limited inter-pathologist reproducibility, especially for the intermediate Gleason score...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Arvaniti, Eirini, Fricker, Kim S., Moret, Michael, Rupp, Niels, Hermanns, Thomas, Fankhauser, Christian, Wey, Norbert, Wild, Peter J., Rüschoff, Jan H., Claassen, Manfred
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2018
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6089889/
https://ncbi.nlm.nih.gov/pubmed/30104757
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-30535-1
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