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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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Bibliografiske detaljer
Udgivet i: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
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2018
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Online adgang: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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