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Pediatric Echocardiography
Intelligent detection of left ventricular hypertrophy from pediatric echocardiography videos
Left ventricular hypertrophy (LVH) is a common clinical manifestation associated with cardiovascular adverse events. Relying solely on …
Yiman Liu
,
Xiaoxiang Han
,
Tongtong Liang
,
Lijun Chen
,
Bin Dong
,
Jiajun Yuan
,
Hansong Wang
,
Zhifang Zhang
,
Liebin Zhao
,
Yuqi Zhang
May 5, 2024
Pediatric Echocardiography
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DOI
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 …
Yiman Liu
,
Qiming Huang
,
Xiaoxiang Han
,
Tongtong Liang
,
Zhifang Zhang
,
Xiuli Lu
,
Bin Dong
,
Jiajun Yuan
,
Yan Wang
,
Menghan Hu
,
Jinfeng Wang
,
Angelos Stefanidis
,
Jionglong Su
,
Jiangang Chen
,
Qingli Li
,
Yuqi Zhang
Feb 12, 2024
Pediatric Echocardiography
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DOI
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
Self-Supervised Learning
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DOI