EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography

Yiman Liu, Xiaoxiang Han, Tongtong Liang, Bin Dong, Jiajun Yuan, Menghan Hu, Qiaohong Liu, Jiangang Chen, Qingli Li, Yuqi Zhang
Aug 1, 2023 Self-Supervised Learning
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Pediatric Echocardiography Masked Autoencoder Self-Supervised Learning
Yiman Liu
Yiman Liu
Technologist-in-Charge

Technologist-in-Charge with Shanghai Children’s Medical Center. Research interests include deep learning, computer vision, natural language processing, and artificial intelligence for medical image analysis.

Xiaoxiang Han
Xiaoxiang Han
Ph.D. Student in Information and Communication Engineering

Ph.D. student with School of Communication and Information Engineering, Shanghai University, Shanghai, China. Research interests include medical image/video analysis, weakly/semi/self-supervised learning, computer vision and pattern recognition.

Qiaohong Liu
Qiaohong Liu
Full Professor

Full Professor with Shanghai University of Medicine and Health Sciences. Research interests include image processing, deep learning, medical image analysis, big data analysis.

Qingli Li
Qingli Li
Full Professor

Full Professor with East China Normal University. Research interests include multi-dimensional imaging, hyperspectral remote sensing, artificial intelligence and pattern recognition.

Yuqi Zhang
Yuqi Zhang
Chief Physician

Chief Physician with Shanghai Children’s Medical Center. Research interests include pediatric cardiovascular disease, congenital heart disease, prenatal ultrasound diagnosis.