Standard Echocardiographic View Recognition in Diagnosis of Congenital Heart Defects in Children Using Deep Learning Based on Knowledge Distillation

• Autors principals: Lanping Wu (Autor), Bin Dong (Autor), Xiaoqing Liu (Autor), Wenjing Hong (Autor), Lijun Chen (Autor), Kunlun Gao (Autor), Qiuyang Sheng (Autor), Yizhou Yu (Autor), Liebin Zhao (Autor), Yuqi Zhang (Autor)
• Format: Llibre
• Publicat: Frontiers Media S.A., 2022-01-01T00:00:00Z.
• Matèries: article
• Accés en línia: Connect to this object online.

Standard echocardiographic view recognition is a prerequisite for automatic diagnosis of congenital heart defects (CHDs). This study aims to evaluate the feasibility and accuracy of standard echocardiographic view recognition in the diagnosis of CHDs in children using convolutional neural networks (...