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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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Detalles Bibliográficos
Autores principales: Kanavati, Fahdi, Toyokawa, Gouji, Momosaki, Seiya, Rambeau, Michael, Kozuma, Yuka, Shoji, Fumihiro, Yamazaki, Koji, Takeo, Sadanori, Iizuka, Osamu, Tsuneki, Masayuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7283481/
https://www.ncbi.nlm.nih.gov/pubmed/32518413
http://dx.doi.org/10.1038/s41598-020-66333-x