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Improve the performance of CT-based pneumonia classification via source data reweighting

Pneumonia is a life-threatening disease. Computer tomography (CT) imaging is broadly used for diagnosing pneumonia. To assist radiologists in accurately and efficiently detecting pneumonia from CT scans, many deep learning methods have been developed. These methods require large amounts of annotated...

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Detalles Bibliográficos
Autores principales: Xie, Pengtao, Zhao, Xingchen, He, Xuehai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10251339/
https://www.ncbi.nlm.nih.gov/pubmed/37296239
http://dx.doi.org/10.1038/s41598-023-35938-3