Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neural network with transfer learning

We developed a computer-aided diagnosis (CADx) method for classification between benign nodule, primary lung cancer, and metastatic lung cancer and evaluated the following: (i) the usefulness of the deep convolutional neural network (DCNN) for CADx of the ternary classification, compared with a conv...

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Detalles Bibliográficos
Autores principales: Nishio, Mizuho, Sugiyama, Osamu, Yakami, Masahiro, Ueno, Syoko, Kubo, Takeshi, Kuroda, Tomohiro, Togashi, Kaori
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6063408/
https://www.ncbi.nlm.nih.gov/pubmed/30052644
http://dx.doi.org/10.1371/journal.pone.0200721

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6063408/
https://www.ncbi.nlm.nih.gov/pubmed/30052644
http://dx.doi.org/10.1371/journal.pone.0200721

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