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COVID-19 diagnosis from chest X-ray images using transfer learning: Enhanced performance by debiasing dataloader

BACKGROUND: Chest X-ray imaging has been proved as a powerful diagnostic method to detect and diagnose COVID-19 cases due to its easy accessibility, lower cost and rapid imaging time. OBJECTIVE: This study aims to improve efficacy of screening COVID-19 infected patients using chest X-ray images with...

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Detalles Bibliográficos
Autores principales: Polat, Çağín, Karaman, Onur, Karaman, Ceren, Korkmaz, Güney, Balcı, Mehmet Can, Kelek, Sevim Ercan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7990426/
https://www.ncbi.nlm.nih.gov/pubmed/33459685
http://dx.doi.org/10.3233/XST-200757