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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Publicado en:Sci Rep
Main Authors: Kanavati, Fahdi, Toyokawa, Gouji, Momosaki, Seiya, Rambeau, Michael, Kozuma, Yuka, Shoji, Fumihiro, Yamazaki, Koji, Takeo, Sadanori, Iizuka, Osamu, Tsuneki, Masayuki
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2020
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Article
Acceso en liña: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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