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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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Vydáno v:PLoS One
Hlavní autoři: Nishio, Mizuho, Sugiyama, Osamu, Yakami, Masahiro, Ueno, Syoko, Kubo, Takeshi, Kuroda, Tomohiro, Togashi, Kaori
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6063408/
https://ncbi.nlm.nih.gov/pubmed/30052644
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0200721
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