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Chest Radiographs Using a Context-Fusion Convolution Neural Network (CNN): Can It Distinguish the Etiology of Community-Acquired Pneumonia (CAP) in Children?

Clinical symptoms and inflammatory markers cannot reliably distinguish the etiology of CAP, and chest radiographs have abundant information related with CAP. Hence, we developed a context-fusion convolution neural network (CNN) to explore the application of chest radiographs to distinguish the etiol...

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Detalles Bibliográficos
Autores principales: Hu, Shasha, Zhu, Yongbei, Dong, Di, Wang, Bei, Zhou, Zuofu, Wang, Chi, Tian, Jie, Peng, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9116701/
https://www.ncbi.nlm.nih.gov/pubmed/35585465
http://dx.doi.org/10.1007/s10278-021-00543-1