SVD-CLAHE boosting and balanced loss function for Covid-19 detection from an imbalanced Chest X-Ray dataset

Covid-19 disease has had a disastrous effect on the health of the global population, for the last two years. Automatic early detection of Covid-19 disease from Chest X-Ray (CXR) images is a very crucial step for human survival against Covid-19. In this paper, we propose a novel data-augmentation tec...

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Detalles Bibliográficos
Autores principales: Roy, Santanu, Tyagi, Mrinal, Bansal, Vibhuti, Jain, Vikas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514969/
https://www.ncbi.nlm.nih.gov/pubmed/36208598
http://dx.doi.org/10.1016/j.compbiomed.2022.106092

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514969/
https://www.ncbi.nlm.nih.gov/pubmed/36208598
http://dx.doi.org/10.1016/j.compbiomed.2022.106092

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