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Transfer learning with fine-tuned deep CNN ResNet50 model for classifying COVID-19 from chest X-ray images

COVID-19 cases are putting pressure on healthcare systems all around the world. Due to the lack of available testing kits, it is impractical for screening every patient with a respiratory ailment using traditional methods (RT-PCR). In addition, the tests have a high turn-around time and low sensitiv...

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Detalles Bibliográficos
Autores principales: Hossain, Md. Belal, Iqbal, S.M. Hasan Sazzad, Islam, Md. Monirul, Akhtar, Md. Nasim, Sarker, Iqbal H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933872/
https://www.ncbi.nlm.nih.gov/pubmed/35342787
http://dx.doi.org/10.1016/j.imu.2022.100916