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

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 (...

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Detalles Bibliográficos
Autores principales: Wu, Lanping, Dong, Bin, Liu, Xiaoqing, Hong, Wenjing, Chen, Lijun, Gao, Kunlun, Sheng, Qiuyang, Yu, Yizhou, Zhao, Liebin, Zhang, Yuqi
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/PMC8805220/
https://www.ncbi.nlm.nih.gov/pubmed/35118028
http://dx.doi.org/10.3389/fped.2021.770182

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8805220/
https://www.ncbi.nlm.nih.gov/pubmed/35118028
http://dx.doi.org/10.3389/fped.2021.770182

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