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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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Detalles Bibliográficos
Autores principales: Chaddad, Ahmad, Hassan, Lama, Desrosiers, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8071782/
https://www.ncbi.nlm.nih.gov/pubmed/33912622
http://dx.doi.org/10.1117/1.JMI.8.S1.014502