b'Dong Ni'

research

∙ 08/26/2023

FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation

Ultrasound (US) image segmentation is an active research area that requi...

0 Chaoyu Chen, et al. ∙

research

∙ 08/26/2023

PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation

Interactive medical image segmentation refers to the accurate segmentati...

0 Ao Chang, et al. ∙

research

∙ 08/18/2023

RLIPv2: Fast Scaling of Relational Language-Image Pre-training

Relational Language-Image Pre-training (RLIP) aims to align vision repre...

0 Hangjie Yuan, et al. ∙

research

∙ 08/16/2023

OnUVS: Online Feature Decoupling Framework for High-Fidelity Ultrasound Video Synthesis

Ultrasound (US) imaging is indispensable in clinical practice. To diagno...

0 Han Zhou, et al. ∙

research

∙ 08/13/2023

Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition

Electroencephalography (EEG) is an objective tool for emotion recognitio...

0 Weishan Ye, et al. ∙

research

∙ 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...

0 Junyu Li, et al. ∙

research

∙ 06/28/2023

Multi-IMU with Online Self-Consistency for Freehand 3D Ultrasound Reconstruction

Ultrasound (US) imaging is a popular tool in clinical diagnosis, offerin...

0 Mingyuan Luo, et al. ∙

research

∙ 06/26/2023

GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration

Deep learning-based deformable registration methods have been widely inv...

0 Haoran Dou, et al. ∙

research

∙ 06/09/2023

ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer

The Transformer structures have been widely used in computer vision and ...

0 Haiqiao Wang, et al. ∙

research

∙ 06/06/2023

Instructive Feature Enhancement for Dichotomous Medical Image Segmentation

Deep neural networks have been widely applied in dichotomous medical ima...

0 Lian Liu, et al. ∙

research

∙ 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...

0 Xinrui Zhou, et al. ∙

research

∙ 06/05/2023

Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification

Deep classifiers may encounter significant performance degradation when ...

0 Yuhao Huang, et al. ∙

research

∙ 04/28/2023

Segment Anything Model for Medical Images?

The Segment Anything Model (SAM) is the first foundation model for gener...

1 Yuhao Huang, et al. ∙

research

∙ 04/14/2023

Hierarchical Agent-based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video

Ultrasound is the primary modality to examine fetal growth during pregna...

0 Sijing Liu, et al. ∙

research

∙ 10/20/2022

Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation

Scribble-supervised medical image segmentation tackles the limitation of...

8 Zefan Yang, et al. ∙

research

∙ 09/05/2022

RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection

The task of Human-Object Interaction (HOI) detection targets fine-graine...

3 Hangjie Yuan, et al. ∙

research

∙ 08/21/2022

Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound

Breast cancer is one of the leading causes of cancer deaths in women. As...

0 Zehui Lin, et al. ∙

research

∙ 07/01/2022

Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound

Over the past decades, the incidence of thyroid cancer has been increasi...

12 Han Huang, et al. ∙

research

∙ 07/01/2022

Online Reflective Learning for Robust Medical Image Segmentation

Deep segmentation models often face the failure risks when the testing i...

0 Yuhao Huang, et al. ∙

research

∙ 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...

0 Yuxin Zou, et al. ∙

research

∙ 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, ...

10 Jiamin Liang, et al. ∙

research

∙ 07/01/2022

Fine-grained Correlation Loss for Regression

Regression learning is classic and fundamental for medical image analysi...

15 Chaoyu Chen, et al. ∙

research

∙ 07/01/2022

Deep Motion Network for Freehand 3D Ultrasound Reconstruction

Freehand 3D ultrasound (US) has important clinical value due to its low ...

0 Mingyuan Luo, et al. ∙

research

∙ 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...

16 Jiamin Liang, et al. ∙

research

∙ 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...

4 Jikuan Qian, et al. ∙

research

∙ 02/01/2022

Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics

Human-Object Interaction (HOI) detection is an essential task to underst...

0 Hangjie Yuan, et al. ∙

research

∙ 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...

6 Kai-Ni Wang, et al. ∙

research

∙ 12/21/2021

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization

For medical image segmentation, imagine if a model was only trained usin...

5 Ziqi Zhou, et al. ∙

research

∙ 11/03/2021

Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework

Ultrasound (US) imaging is commonly used to assist in the diagnosis and ...

13 Keyu Li, et al. ∙

research

∙ 08/26/2021

Spatio-Temporal Dynamic Inference Network for Group Activity Recognition

Group activity recognition aims to understand the activity performed by ...

0 Hangjie Yuan, et al. ∙

research

∙ 08/11/2021

Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound

Standard plane recognition plays an important role in prenatal ultrasoun...

20 Shuangchi He, et al. ∙

research

∙ 08/02/2021

Flip Learning: Erase to Segment

Nodule segmentation from breast ultrasound images is challenging yet ess...

0 Yuhao Huang, et al. ∙

research

∙ 08/01/2021

Style Curriculum Learning for Robust Medical Image Segmentation

The performance of deep segmentation models often degrades due to distri...

0 Zhendong Liu, et al. ∙

research

∙ 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...

0 Mingyuan Luo, et al. ∙

research

∙ 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...

0 Zejian Chen, et al. ∙

research

∙ 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...

0 Xindi Hu, et al. ∙

research

∙ 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...

10 Guang-Quan Zhou, et al. ∙

research

∙ 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...

0 Xin Yang, et al. ∙

research

∙ 01/11/2021

Generalize Ultrasound Image Segmentation via Instant and Plug Play Style Transfer

Deep segmentation models that generalize to images with unknown appearan...

0 Zhendong Liu, et al. ∙

research

∙ 10/10/2020

Contrastive Rendering for Ultrasound Image Segmentation

Ultrasound (US) image segmentation embraced its significant improvement ...

16 Haoming Li, et al. ∙

research

∙ 09/24/2020

Style-invariant Cardiac Image Segmentation with Test-time Augmentation

Deep models often suffer from severe performance drop due to the appeara...

0 Xiaoqiong Huang, et al. ∙

research

∙ 07/31/2020

Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network

Automated breast ultrasound (ABUS) is a new and promising imaging modali...

0 Junxiong Yu, et al. ∙

research

∙ 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...

13 Yuhao Huang, et al. ∙

research

∙ 04/28/2020

Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes

Background and Objective: Biometric measurements of fetal head are impor...

5 Xin Yang, et al. ∙

research

∙ 04/27/2020

A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI

Fetal cortical plate segmentation is essential in quantitative analysis ...

12 Haoran Dou, et al. ∙

research

∙ 04/01/2020

Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs

Ultrasound (US) is widely accepted in clinic for anatomical structure in...

0 Jiamin Liang, et al. ∙

research

∙ 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...

0 Chaoyu Chen, et al. ∙

research

∙ 02/14/2020

Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer

Deep Neural Networks (DNNs) suffer from the performance degradation when...

0 Zhendong Liu, et al. ∙

research

∙ 10/11/2019

FetusMap: Fetal Pose Estimation in 3D Ultrasound

The 3D ultrasound (US) entrance inspires a multitude of automated prenat...

0 Xin Yang, et al. ∙

research

∙ 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...

0 Haoran Dou, et al. ∙

Dong Ni

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