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Classification of CT Scan Images of Lungs Using Deep Convolutional Neural Network with External Shape-Based Features

In this paper, a simplified yet efficient architecture of a deep convolutional neural network is presented for lung image classification. The images used for classification are computed tomography (CT) scan images obtained from two scientifically used databases available publicly. Six external shape...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Srivastava, Varun, Purwar, Ravindra Kr.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7064668/
https://ncbi.nlm.nih.gov/pubmed/31243590
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-019-00245-9
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