Artificial intelligence assistance significantly improves Gleason grading of prostate biopsies by pathologists

The Gleason score is the most important prognostic marker for prostate cancer patients, but it suffers from significant observer variability. Artificial intelligence (AI) systems based on deep learning can achieve pathologist-level performance at Gleason grading. However, the performance of such sys...

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Vydáno v:Mod Pathol
Hlavní autoři: Bulten, Wouter, Balkenhol, Maschenka, Belinga, Jean-Joël Awoumou, Brilhante, Américo, Çakır, Aslı, Egevad, Lars, Eklund, Martin, Farré, Xavier, Geronatsiou, Katerina, Molinié, Vincent, Pereira, Guilherme, Roy, Paromita, Saile, Günter, Salles, Paulo, Schaafsma, Ewout, Tschui, Joëlle, Vos, Anne-Marie, van Boven, Hester, Vink, Robert, van der Laak, Jeroen, Hulsbergen-van der Kaa, Christina, Litjens, Geert
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group US 2020
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7897578/
https://ncbi.nlm.nih.gov/pubmed/32759979
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41379-020-0640-y
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