Home
Papers
Projects
Contact
Partners
Light
Dark
Automatic
Pediatric Echocardiography
Artificial Intelligence-Based Training System for Standardized Scanning of Pediatric Cardiac Ultrasound Standard Views
Research Project of Pediatric Medical Consortium at Shanghai Children’s Medical Center, Affiliated with Shanghai Jiao Tong University School of Medicine.
Yuqi Zhang
,
Yiman Liu
,
Jiangang Chen
,
Qiaohong Liu
,
Xiaoxiang Han
EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography
An efficient decoupled masked autoencoder (EDMAE), which is a novel self-supervised method is proposed for standard view recognition in …
Yiman Liu
,
Xiaoxiang Han
,
Tongtong Liang
,
Bin Dong
,
Jiajun Yuan
,
Menghan Hu
,
Qiaohong Liu
,
Jiangang Chen
,
Qingli Li
,
Yuqi Zhang
Aug 1, 2023
Echocardiography
PDF
Cite
DOI
Deep Learning for Automatic Intelligent Identification of Pediatric Echocardiography Standard Views
Objective: To explore the feasibility and accuracy of deep learning in automatic identification of standard views of pediatric …
Yiman Liu
,
Xiaoxiang Han
,
Yuqi Zhang
,
Rong Shen
,
Lijun Chen
,
Bin Dong
,
Jiajun Yuan
,
Menghan Hu
,
Qingli Li
,
Jiangang Chen
Jul 31, 2023
Echocardiography
PDF
Cite
DOI
Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning
Purpose: Thoracic echocardiography (TTE) can provide sufficient cardiac structure information, evaluate hemodynamics and cardiac …
Yiman Liu
,
Qiming Huang
,
Xiaoxiang Han
,
Tongtong Liang
,
Yan Wang
,
Menghan Hu
,
Jinfeng Wang
,
Angelos Stefanidis
,
Jionglong Su
,
Jiangang Chen
,
Qingli Li
,
Yuqi Zhang
Jun 6, 2023
Pediatric Echocardiography
PDF
Cite
DOI