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

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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Bibliographic Details
Main Authors: Md. Belal Hossain, S.M. Hasan Sazzad Iqbal, Md. Monirul Islam, Md. Nasim Akhtar, Iqbal H. Sarker
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Deep learning
Transfer learning
ResNet50
COVID-19
Online Access:http://www.sciencedirect.com/science/article/pii/S235291482200065X

Internet

http://www.sciencedirect.com/science/article/pii/S235291482200065X

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