A multicenter study on two-stage transfer learning model for duct-dependent CHDs screening in fetal echocardiography

A multicenter study on two-stage transfer learning model for duct-dependent CHDs screening in fetal echocardiography

Abstract Duct-dependent congenital heart diseases (CHDs) are a serious form of CHD with a low detection rate, especially in underdeveloped countries and areas. Although existing studies have developed models for fetal heart structure identification, there is a lack of comprehensive evaluation of the...

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Bibliographic Details
Main Authors: Jiajie Tang, Yongen Liang, Yuxuan Jiang, Jinrong Liu, Rui Zhang, Danping Huang, Chengcheng Pang, Chen Huang, Dongni Luo, Xue Zhou, Ruizhuo Li, Kanghui Zhang, Bingbing Xie, Lianting Hu, Fanfan Zhu, Huimin Xia, Long Lu, Hongying Wang
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-023-00883-y

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https://doi.org/10.1038/s41746-023-00883-y

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