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Biases associated with database structure for COVID-19 detection in X-ray images

Several artificial intelligence algorithms have been developed for COVID-19-related topics. One that has been common is the COVID-19 diagnosis using chest X-rays, where the eagerness to obtain early results has triggered the construction of a series of datasets where bias management has not been tho...

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Detalles Bibliográficos
Autores principales: Arias-Garzón, Daniel, Tabares-Soto, Reinel, Bernal-Salcedo, Joshua, Ruz, Gonzalo A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9975856/
https://www.ncbi.nlm.nih.gov/pubmed/36859430
http://dx.doi.org/10.1038/s41598-023-30174-1