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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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Bibliografske podrobnosti
izdano v:J Digit Imaging
Main Authors: Srivastava, Varun, Purwar, Ravindra Kr.
Format: Artigo
Jezik:Inglês
Izdano: Springer International Publishing 2019
Teme:
Online dostop: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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