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07/15/2023
MUVF-YOLOX: A Multi-modal Ultrasound Video Fusion Network for Renal Tumor Diagnosis
Early diagnosis of renal cancer can greatly improve the survival rate of...
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06/05/2023
Inflated 3D Convolution-Transformer for Weakly-supervised Carotid Stenosis Grading with Ultrasound Videos
Localization of the narrowest position of the vessel and corresponding v...
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04/14/2022
Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis
Ultrasound (US) imaging is widely used for anatomical structure inspecti...
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01/20/2022
Steerable Pyramid Transform Enables Robust Left Ventricle Quantification
Although multifarious variants of convolutional neural networks (CNNs) h...
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01/14/2022
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images
Multi-sequence cardiac magnetic resonance (CMR) provides essential patho...
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06/23/2021
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences
In this work, we propose a novel straightforward method for medical volu...
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06/10/2021
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip
The ultrasound (US) screening of the infant hip is vital for the early d...
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03/26/2021
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound
Accurate standard plane (SP) localization is the fundamental step for pr...
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09/24/2020
Style-invariant Cardiac Image Segmentation with Test-time Augmentation
Deep models often suffer from severe performance drop due to the appeara...
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10/11/2019
FetusMap: Fetal Pose Estimation in 3D Ultrasound
The 3D ultrasound (US) entrance inspires a multitude of automated prenat...
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10/10/2019
Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound
Standard plane localization is crucial for ultrasound (US) diagnosis. In...
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08/14/2019
Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN
Myocardium segmentation of late gadolinium enhancement (LGE) Cardiac MR ...
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06/14/2018
Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling
Motion scoring of cardiac myocardium is of paramount importance for earl...
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06/06/2017
Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness
Cardiac left ventricle (LV) quantification is among the most clinically ...
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05/26/2017
Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network
Accurate estimation of regional wall thicknesses (RWT) of left ventricul...
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05/25/2017
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning
Cardiac indices estimation is of great importance during identification ...
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10/10/2015
Learn to Evaluate Image Perceptual Quality Blindly from Statistics of Self-similarity
Among the various image quality assessment (IQA) tasks, blind IQA (BIQA)...
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08/14/2013