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Lung Segmentation on HRCT and Volumetric CT for Diffuse Interstitial Lung Disease Using Deep Convolutional Neural Networks

A robust lung segmentation method using a deep convolutional neural network (CNN) was developed and evaluated on high-resolution computed tomography (HRCT) and volumetric CT of various types of diffuse interstitial lung disease (DILD). Chest CT images of 617 patients with various types of DILD, incl...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Park, Beomhee, Park, Heejun, Lee, Sang Min, Seo, Joon Beom, Kim, Namkug
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6841863/
https://ncbi.nlm.nih.gov/pubmed/31396776
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-019-00254-8
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