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Automated Classification of Lung Cancer Types from Cytological Images Using Deep Convolutional Neural Networks

Lung cancer is a leading cause of death worldwide. Currently, in differential diagnosis of lung cancer, accurate classification of cancer types (adenocarcinoma, squamous cell carcinoma, and small cell carcinoma) is required. However, improving the accuracy and stability of diagnosis is challenging....

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Detalles Bibliográficos
Autores principales: Teramoto, Atsushi, Tsukamoto, Tetsuya, Kiriyama, Yuka, Fujita, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5572620/
https://www.ncbi.nlm.nih.gov/pubmed/28884120
http://dx.doi.org/10.1155/2017/4067832