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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Detalles Bibliográficos
Autores principales: Kang, Guixia, Liu, Kui, Hou, Beibei, Zhang, Ningbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5690636/
https://www.ncbi.nlm.nih.gov/pubmed/29145492
http://dx.doi.org/10.1371/journal.pone.0188290

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5690636/
https://www.ncbi.nlm.nih.gov/pubmed/29145492
http://dx.doi.org/10.1371/journal.pone.0188290

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