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Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks

Classification of histologic patterns in lung adenocarcinoma is critical for determining tumor grade and treatment for patients. However, this task is often challenging due to the heterogeneous nature of lung adenocarcinoma and the subjective criteria for evaluation. In this study, we propose a deep...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Wei, Jason W., Tafe, Laura J., Linnik, Yevgeniy A., Vaickus, Louis J., Tomita, Naofumi, Hassanpour, Saeed
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6399447/
https://ncbi.nlm.nih.gov/pubmed/30833650
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-40041-7
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