Automatic Categorization and Scoring of Solid, Part-Solid and Non-Solid Pulmonary Nodules in CT Images with Convolutional Neural Network

We present a computer-aided diagnosis system (CADx) for the automatic categorization of solid, part-solid and non-solid nodules in pulmonary computerized tomography images using a Convolutional Neural Network (CNN). Provided with only a two-dimensional region of interest (ROI) surrounding each nodul...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Tu, Xiaoguang, Xie, Mei, Gao, Jingjing, Ma, Zheng, Chen, Daiqiang, Wang, Qingfeng, Finlayson, Samuel G., Ou, Yangming, Cheng, Jie-Zhi
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2017
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5581338/
https://ncbi.nlm.nih.gov/pubmed/28864824
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-08040-8
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