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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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Publicat a:PLoS One
Autors principals: Kang, Guixia, Liu, Kui, Hou, Beibei, Zhang, Ningbo
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science 2017
Matèries:
Accés en línia: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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