Agreement of two pre-trained deep-learning neural networks built with transfer learning with six pathologists on 6000 patches of prostate cancer from Gleason2019 Challenge

Introduction: While the visual inspection of histopathology images by expert pathologists remains the golden standard method for grading of prostate cancer the quest for developing automated algorithms for the job is set and deep-learning techniques have emerged on top of other approaches. Methods:...

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Detalhes bibliográficos
Publicado no:Rom J Morphol Embryol
Main Authors: Şerbănescu, Mircea-Sebastian, Oancea, Carmen-Nicoleta, Streba, Costin Teodor, Pleşea, Iancu Emil, Pirici, Daniel, Streba, Liliana, Pleşea, Răzvan Mihail
Formato: Artigo
Idioma:Inglês
Publicado em: Academy of Medical Sciences, Romanian Academy Publishing House, Bucharest 2020
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Original Paper
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7864291/
https://ncbi.nlm.nih.gov/pubmed/33544803
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.47162/RJME.61.2.21
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