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Automatic coronavirus disease 2019 diagnosis based on chest radiography and deep learning – Success story or dataset bias?

PURPOSE: Over the last 2 years, the artificial intelligence (AI) community has presented several automatic screening tools for coronavirus disease 2019 (COVID‐19) based on chest radiography (CXR), with reported accuracies often well over 90%. However, it has been noted that many of these studies hav...

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Detalles Bibliográficos
Autores principales: Dhont, Jennifer, Wolfs, Cecile, Verhaegen, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9015341/
https://www.ncbi.nlm.nih.gov/pubmed/34951033
http://dx.doi.org/10.1002/mp.15419