We have proposed a work on hybrid deep learning. I think it will be helpful for future research on COVID-19. You can read this paper and cite us.
Article Hybrid deep learning for detecting lung diseases from X-ray images
It might interesting to you to see what learnings we retrieved from COVID-19 Book COVID-19 The Untapped Solutions
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