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

• Autors principals: Xiaohui Fang (Autor), Wen Li (Autor), Junjie Huang (Autor), Weimei Li (Autor), Qingzhong Feng (Autor), Yanlin Han (Autor), Xiaowei Ding (Autor), Jinping Zhang (Autor)
• Format: Llibre
• Publicat: Frontiers Media S.A., 2022-11-01T00:00:00Z.
• Matèries: article
• Accés en línia: Connect to this object online.

BackgroundStudies 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.Objectiv...