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Deep Convolutional Neural Networks Enable Discrimination of Heterogeneous Digital Pathology Images

Pathological evaluation of tumor tissue is pivotal for diagnosis in cancer patients and automated image analysis approaches have great potential to increase precision of diagnosis and help reduce human error. In this study, we utilize several computational methods based on convolutional neural netwo...

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Détails bibliographiques
Publié dans:EBioMedicine
Auteurs principaux: Khosravi, Pegah, Kazemi, Ehsan, Imielinski, Marcin, Elemento, Olivier, Hajirasouliha, Iman
Format: Artigo
Langue:Inglês
Publié: Elsevier 2017
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5828543/
https://ncbi.nlm.nih.gov/pubmed/29292031
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ebiom.2017.12.026
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