Intelligent diagnosis of atrial septal defect in children using echocardiography with deep learning
![](/paper/asd_im/model_hu509021d7520148bacd6e3b98f3b676f2_91539_720x2500_fit_q75_h2_lanczos.webp)
![Yiman Liu](/authors/yiman-liu/avatar_hud1ef63fd308583cd8504269d8a07edd4_61103_270x270_fill_q75_lanczos_center.jpg)
Yiman Liu
Technologist-in-Charge
Technologist-in-Charge at Shanghai Children’s Medical Center. Research interests include deep learning, computer vision, natural language processing, and artificial intelligence for medical image analysis.
![Xiaoxiang Han](/authors/admin/avatar_hu01a6f088c2036604312f364753dd31b5_49789_270x270_fill_q75_lanczos_center.jpg)
Xiaoxiang Han
Ph.D. Student in Information and Communication Engineering
Ph.D. student at School of Communication and Information Engineering, Shanghai University, Shanghai, P.R.China. Research interests include medical image/video analysis, weakly/semi/self-supervised learning, computer vision and pattern recognition.
![Yuqi Zhang](/authors/yuqi-zhang/avatar_hu413330b924b81fdddf4c79bcefea747c_118109_270x270_fill_q75_lanczos_center.jpg)
Yuqi Zhang
Chief Physician
Chief Physician at Shanghai Children’s Medical Center. Research interests include pediatric cardiovascular disease, congenital heart disease, prenatal ultrasound diagnosis.
![Qingli Li](/authors/qingli-li/avatar_hu7a5fe0c8a3b340d344abd0ac23735aef_17637_270x270_fill_q75_lanczos_center.jpg)
Qingli Li
Full Professor
Full Professor at East China Normal University. Research interests include multi-dimensional imaging, hyperspectral remote sensing, artificial intelligence and pattern recognition.