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08/26/2023
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation
Interactive medical image segmentation refers to the accurate segmentati...
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08/16/2023
OnUVS: Online Feature Decoupling Framework for High-Fidelity Ultrasound Video Synthesis
Ultrasound (US) imaging is indispensable in clinical practice. To diagno...
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07/14/2023
Sampling-Priors-Augmented Deep Unfolding Network for Robust Video Compressive Sensing
Video Compressed Sensing (VCS) aims to reconstruct multiple frames from ...
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06/26/2023
GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration
Deep learning-based deformable registration methods have been widely inv...
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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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06/05/2023
Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification
Deep classifiers may encounter significant performance degradation when ...
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04/28/2023
Segment Anything Model for Medical Images?
The Segment Anything Model (SAM) is the first foundation model for gener...
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04/06/2023
VPFusion: Towards Robust Vertical Representation Learning for 3D Object Detection
Efficient point cloud representation is a fundamental element of Lidar-b...
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07/18/2022
Boosting Video Super Resolution with Patch-Based Temporal Redundancy Optimization
The success of existing video super-resolution (VSR) algorithms stems ma...
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07/01/2022
Online Reflective Learning for Robust Medical Image Segmentation
Deep segmentation models often face the failure risks when the testing i...
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07/01/2022
Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound
Standard plane (SP) localization is essential in routine clinical ultras...
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07/01/2022
Weakly-supervised High-fidelity Ultrasound Video Synthesis with Feature Decoupling
Ultrasound (US) is widely used for its advantages of real-time imaging, ...
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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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04/14/2022
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images
Different from handcrafted features, deep neural networks can automatica...
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12/09/2021
Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring
The success of the state-of-the-art video deblurring methods stems mainl...
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11/10/2021
Parallel Physics-Informed Neural Networks with Bidirectional Balance
As an emerging technology in deep learning, physics-informed neural netw...
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08/02/2021
Flip Learning: Erase to Segment
Nodule segmentation from breast ultrasound images is challenging yet ess...
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07/31/2021
Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction
3D ultrasound (US) is widely used for its rich diagnostic information. H...
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06/30/2021
GPU Based Improved Fast Iterative Algorithm for Eikonal Equation
In this paper we propose an improved fast iterative method to solve the ...
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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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05/19/2021
Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images
Automatic and accurate detection of anatomical landmarks is an essential...
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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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07/30/2020
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound
3D ultrasound (US) is widely used due to its rich diagnostic information...
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04/01/2020
Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound
3D ultrasound (US) can facilitate detailed prenatal examinations for fet...
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02/14/2020