Ultrasound image intelligent diagnosis in community-acquired pneumonia of children using convolutional neural network-based transfer learning

BACKGROUND: Studies show that lung ultrasound (LUS) can accurately diagnose community-acquired pneumonia (CAP) and keep children away from radiation, however, it takes a long time and requires experienced doctors. Therefore, a robust, automatic and computer-based diagnosis of LUS is essential. OBJEC...

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Detalles Bibliográficos
Autores principales: Fang, Xiaohui, Li, Wen, Huang, Junjie, Li, Weimei, Feng, Qingzhong, Han, Yanlin, Ding, Xiaowei, Zhang, Jinping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Pediatrics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729936/
https://www.ncbi.nlm.nih.gov/pubmed/36507139
http://dx.doi.org/10.3389/fped.2022.1063587

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729936/
https://www.ncbi.nlm.nih.gov/pubmed/36507139
http://dx.doi.org/10.3389/fped.2022.1063587

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