Handling class imbalance in COVID-19 chest X-ray images classification: Using SMOTE and weighted loss

Healthcare systems worldwide have been struggling since the beginning of the COVID-19 pandemic. The early diagnosis of this unprecedented infection has become their ultimate objective. Detecting positive patients from chest X-ray images is a quick and efficient solution for overloaded hospitals. Man...

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Detalles Bibliográficos
Autores principales: Chamseddine, Ekram, Mansouri, Nesrine, Soui, Makram, Abed, Mourad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9422401/
https://www.ncbi.nlm.nih.gov/pubmed/36061418
http://dx.doi.org/10.1016/j.asoc.2022.109588

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9422401/
https://www.ncbi.nlm.nih.gov/pubmed/36061418
http://dx.doi.org/10.1016/j.asoc.2022.109588

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