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Deep learning classification of lung cancer histology using CT images

Tumor histology is an important predictor of therapeutic response and outcomes in lung cancer. Tissue sampling for pathologist review is the most reliable method for histology classification, however, recent advances in deep learning for medical image analysis allude to the utility of radiologic dat...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Chaunzwa, Tafadzwa L., Hosny, Ahmed, Xu, Yiwen, Shafer, Andrea, Diao, Nancy, Lanuti, Michael, Christiani, David C., Mak, Raymond H., Aerts, Hugo J. W. L.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7943565/
https://ncbi.nlm.nih.gov/pubmed/33727623
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-84630-x
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