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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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書目詳細資料
發表在:Sci Rep
Main Authors: Wei, Jason W., Tafe, Laura J., Linnik, Yevgeniy A., Vaickus, Louis J., Tomita, Naofumi, Hassanpour, Saeed
格式: Artigo
語言:Inglês
出版: Nature Publishing Group UK 2019
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在線閱讀: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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