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3D multi-view convolutional neural networks for lung nodule classification

The 3D convolutional neural network (CNN) is able to make full use of the spatial 3D context information of lung nodules, and the multi-view strategy has been shown to be useful for improving the performance of 2D CNN in classifying lung nodules. In this paper, we explore the classification of lung...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Kang, Guixia, Liu, Kui, Hou, Beibei, Zhang, Ningbo
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5690636/
https://ncbi.nlm.nih.gov/pubmed/29145492
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0188290
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