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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Bibliographic Details
Published in: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
Format: Artigo
Language:Inglês
Published: Academy of Medical Sciences, Romanian Academy Publishing House, Bucharest 2020
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Original Paper
Online Access: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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