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COVID-19 detection using chest X-rays: is lung segmentation important for generalization?

A large DNN, containing 3 stacked modules. The segmentation module is an U-Net, trained beforehand to receive X-rays and output segmentation masks.

Data and Resources

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Cite this as

Pedro R. A. S. Bassi, Romis Attux (2024). Dataset: COVID-19 detection using chest X-rays: is lung segmentation important for generalization?. https://doi.org/10.57702/uu2t44cs

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It is available for use in manuscripts, and will be published when the Dataset is made public.

Additional Info

Field	Value
Created	December 16, 2024
Last update	December 16, 2024
Author	Pedro R. A. S. Bassi
More Authors	Romis Attux
Homepage	https://github.com/PedroRASB/Covid-19-detection-with-lung-segmentation