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Deep CNN models for predicting COVID-19 in CT and x-ray images

Purpose: Coronavirus disease 2019 (COVID-19) is a new infection that has spread worldwide and with no automatic model to reliably detect its presence from images. We aim to investigate the potential of deep transfer learning to predict COVID-19 infection using chest computed tomography (CT) and x-ra...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Chaddad, Ahmad, Hassan, Lama, Desrosiers, Christian
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8071782/
https://ncbi.nlm.nih.gov/pubmed/33912622
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.8.S1.014502
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