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Deep convolution neural networks to differentiate between COVID‐19 and other pulmonary abnormalities on chest radiographs: Evaluation using internal and external datasets

We aimed to evaluate the performance of convolutional neural networks (CNNs) in the classification of coronavirus disease 2019 (COVID‐19) disease using normal, pneumonia, and COVID‐19 chest radiographs (CXRs). First, we collected 9194 CXRs from open datasets and 58 from the Korea University Anam Hos...

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Detalhes bibliográficos
Publicado no:Int J Imaging Syst Technol
Main Authors: Cho, Yongwon, Hwang, Sung Ho, Oh, Yu‐Whan, Ham, Byung‐Joo, Kim, Min Ju, Park, Beom Jin
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley & Sons, Inc. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8239912/
https://ncbi.nlm.nih.gov/pubmed/34219953
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/ima.22595
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