Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning.

Thoracic echocardiography (TTE) can provide sufficient cardiac structure information, evaluate hemodynamics and cardiac function, and is an effective method for atrial septal defect (ASD) examination. This paper aims to study a deep learning method based on cardiac ultrasound video to assist in ASD...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 37; no. 3; pp. 965 - 976
Autores principales: Liu, Yiman, Huang, Qiming, Han, Xiaoxiang, Liang, Tongtong, Zhang, Zhifang, Lu, Xiuli, Dong, Bin, Yuan, Jiajun, Wang, Yan, Hu, Menghan, Wang, Jinfeng, Stefanidis, Angelos, Su, Jionglong, Chen, Jiangang, Li, Qingli, Zhang, Yuqi
Formato: algorithm diagnostic images equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Jun2024
Acceso en línea:Ver este registro en EBSCOhost