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Evaluation of deep learning for COVID‐19 diagnosis: Impact of image dataset organization

INTRODUCTION: Coronavirus disease 2019 (COVID‐19) has spread all over the world showing high transmissibility. Many studies have proposed diverse diagnostic methods based on deep learning using chest X‐ray images focusing on performance improvement. In reviewing them, this study noticed that evaluat...

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Detalles Bibliográficos
Autores principales: Kim, Ga Young, Kim, Jae Yong, Kim, Chae Hyeon, Kim, Sung Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8292699/
https://www.ncbi.nlm.nih.gov/pubmed/34159697
http://dx.doi.org/10.1002/acm2.13320