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Increasing prediction accuracy of pathogenic staging by sample augmentation with a GAN

Accurate prediction of cancer stage is important in that it enables more appropriate treatment for patients with cancer. Many measures or methods have been proposed for more accurate prediction of cancer stage, but recently, machine learning, especially deep learning-based methods have been receivin...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Kwon, ChangHyuk, Park, Sangjin, Ko, Soohyun, Ahn, Jaegyoon
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8078779/
https://ncbi.nlm.nih.gov/pubmed/33905431
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0250458
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