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Prognostic analysis of histopathological images using pre-trained convolutional neural networks: application to hepatocellular carcinoma

Histopathological images contain rich phenotypic descriptions of the molecular processes underlying disease progression. Convolutional neural networks, state-of-the-art image analysis techniques in computer vision, automatically learn representative features from such images which can be useful for...

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Détails bibliographiques
Publié dans:PeerJ
Auteurs principaux: Lu, Liangqun, Daigle, Bernie J.
Format: Artigo
Langue:Inglês
Publié: PeerJ Inc. 2020
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7073245/
https://ncbi.nlm.nih.gov/pubmed/32201640
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.8668
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