Computer-aided diagnosis of chest X-ray for COVID-19 diagnosis in external validation study by radiologists with and without deep learning system

To evaluate the diagnostic performance of our deep learning (DL) model of COVID-19 and investigate whether the diagnostic performance of radiologists was improved by referring to our model. Our datasets contained chest X-rays (CXRs) for the following three categories: normal (NORMAL), non-COVID-19 p...

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Detalles Bibliográficos
Autores principales: Miyazaki, Aki, Ikejima, Kengo, Nishio, Mizuho, Yabuta, Minoru, Matsuo, Hidetoshi, Onoue, Koji, Matsunaga, Takaaki, Nishioka, Eiko, Kono, Atsushi, Yamada, Daisuke, Oba, Ken, Ishikura, Reiichi, Murakami, Takamichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579343/
https://www.ncbi.nlm.nih.gov/pubmed/37845348
http://dx.doi.org/10.1038/s41598-023-44818-9

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