Weakly-supervised learning for lung carcinoma classification using deep learning

Lung cancer is one of the major causes of cancer-related deaths in many countries around the world, and its histopathological diagnosis is crucial for deciding on optimum treatment strategies. Recently, Artificial Intelligence (AI) deep learning models have been widely shown to be useful in various...

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Bibliographic Details
Published in:Sci Rep
Main Authors: Kanavati, Fahdi, Toyokawa, Gouji, Momosaki, Seiya, Rambeau, Michael, Kozuma, Yuka, Shoji, Fumihiro, Yamazaki, Koji, Takeo, Sadanori, Iizuka, Osamu, Tsuneki, Masayuki
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2020
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7283481/
https://ncbi.nlm.nih.gov/pubmed/32518413
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-66333-x
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