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

• Main Authors: Xiaohui Fang (Author), Wen Li (Author), Junjie Huang (Author), Weimei Li (Author), Qingzhong Feng (Author), Yanlin Han (Author), Xiaowei Ding (Author), Jinping Zhang (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-11-01T00:00:00Z.
• Subjects: article
• Online Access: 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...