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Detecting COVID-19 in chest images based on deep transfer learning and machine learning algorithms

BACKGROUND: This study aimed to propose an automatic prediction of COVID-19 disease using chest CT images based on deep transfer learning models and machine learning (ML) algorithms. RESULTS: The dataset consisted of 5480 samples in two classes, including 2740 CT chest images of patients with confir...

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Detalles Bibliográficos
Autores principales: Rezaeijo, Seyed Masoud, Ghorvei, Mohammadreza, Abedi-Firouzjah, Razzagh, Mojtahedi, Hesam, Entezari Zarch, Hossein
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8193170/
http://dx.doi.org/10.1186/s43055-021-00524-y