Wufeng Xue

86 papers A* 3B 1Journal 52Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification.
Int. J. Comput. Vis.
Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing Chen, Ao Chang, Jia Liu, Weiran Long, Jian Zheng, Erjiao Xu, Jie Ren, Alejandro F. Frangi, Ruobing Huang, Jun Cheng, Xiaomeng Li, Wufeng Xue, Dong Ni
2026 — ed.
Simplifying Medical Ultrasound - 6th International Workshop, ASMUS 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 28, 2025, Proceedings
ASMUS@MICCAI
Dong Ni, J. Alison Noble, Ruobing Huang, Wufeng Xue
2025 — conf
3D Heart Reconstruction from Sparse Pose-Agnostic 2D Echocardiographic Slices.
ASMUS@MICCAI
Zhurong Chen, Jinhua Chen, Wei Zhuo, Wufeng Xue, Dong Ni
2025 J jnl
3D Heart Reconstruction from Sparse Pose-agnostic 2D Echocardiographic Slices.
CoRR
Zhurong Chen, Jinhua Chen, Wei Zhuo, Wufeng Xue, Dong Ni
2025 J jnl
Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification.
CoRR
Wei Zhuo, Runjie Luo, Wufeng Xue, Linlin Shen
2025 — conf
COVID-19 Severity Prediction from Lung Ultrasound via Dynamic Gated Multi-instance Learning.
ASMUS@MICCAI
Chen Lin, Guang-Quan Zhou, Wufeng Xue, Dong Ni
2025 J jnl
DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining.
CoRR
Wei Zhuo, Zhiyue Tang, Wufeng Xue, Hao Ding, Linlin Shen
2025 A* conf
EchoONE: Segmenting Multiple Echocardiography Planes in One Model.
CVPR
Jiongtong Hu, Wufeng Xue, Jun Cheng, Yingying Liu, Wei Zhuo, Dong Ni
2025 J jnl
Enhancing fetal ultrasound image quality assessment with multi-scale fusion and clustering-based optimization.
Biomed. Signal Process. Control.
Chaoyu Chen, Yuhao Huang, Xin Yang, Xindi Hu, Yuanji Zhang, Tao Tan, Wufeng Xue, Dong Ni
2024 — conf
A Self-distillation Bi-atrial Segmentation Network for Cardiac MRI.
CMRxRecon/MBAS/STACOM@MICCAI
Waqas Anwaar, Manh The Van, Jiongtong Hu, Zhurong Chen, Wufeng Xue, Dong Ni
2024 J jnl
An efficient framework for lesion segmentation in ultrasound images using global adversarial learning and region-invariant loss.
Comput. Biol. Medicine
Van Manh, Xiaohong Jia, Wufeng Xue, Wenwen Xu, Zihan Mei, Yijie Dong, Jianqiao Zhou, Ruobing Huang, Dong Ni
2024 J jnl
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification.
CoRR
Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing Chen, Ao Chang, Jia Liu, Weiran Long, Jian Zheng, Erjiao Xu, Jie Ren, Ruobing Huang, Jun Cheng, Wufeng Xue, Dong Ni
2024 J jnl
EchoONE: Segmenting Multiple echocardiography Planes in One Model.
CoRR
Jiongtong Hu, Wei Zhuo, Jun Cheng, Yingying Liu, Wufeng Xue, Dong Ni
2024 — conf
HeartBeat: Towards Controllable Echocardiography Video Synthesis with Multimodal Conditions-Guided Diffusion Models.
MICCAI (7)
Xinrui Zhou, Yuhao Huang, Wufeng Xue, Haoran Dou, Jun Cheng, Han Zhou, Dong Ni
2024 J jnl
HeartBeat: Towards Controllable Echocardiography Video Synthesis with Multimodal Conditions-Guided Diffusion Models.
CoRR
Xinrui Zhou, Yuhao Huang, Wufeng Xue, Haoran Dou, Jun Cheng, Han Zhou, Dong Ni
2024 — conf
Steerable Pyramid Transform Enables Robust Left Ventricle Quantification.
PRCV (14)
Xiangyang Zhu, Kede Ma, Wufeng Xue
2024 J jnl
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training.
Comput. Biol. Medicine
Jian Wang, Xin Yang, Xiaohong Jia, Wufeng Xue, Rusi Chen, Yanlin Chen, Xi-Liang Zhu, Lian Liu, Yan Cao, Jianqiao Zhou, Dong Ni, Ning Gu
2024 J jnl
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training.
CoRR
Jian Wang, Xin Yang, Xiaohong Jia, Wufeng Xue, Rusi Chen, Yanlin Chen, Xiliang Zhu, Lian Liu, Yan Cao, Jianqiao Zhou, Dong Ni, Ning Gu
2023 J jnl
Co-learning of appearance and shape for precise ejection fraction estimation from echocardiographic sequences.
Medical Image Anal.
Hongrong Wei, Junqiang Ma, Yongjin Zhou, Wufeng Xue, Dong Ni
2023 — conf
Inflated 3D Convolution-Transformer for Weakly-Supervised Carotid Stenosis Grading with Ultrasound Videos.
MICCAI (2)
Xinrui Zhou, Yuhao Huang, Wufeng Xue, Xin Yang, Yuxin Zou, Qilong Ying, Yuanji Zhang, Jia Liu, Jie Ren, Dong Ni
2023 J jnl
Inflated 3D Convolution-Transformer for Weakly-supervised Carotid Stenosis Grading with Ultrasound Videos.
CoRR
Xinrui Zhou, Yuhao Huang, Wufeng Xue, Xin Yang, Yuxin Zou, Qilong Ying, Yuanji Zhang, Jia Liu, Jie Ren, Dong Ni
2023 — conf
MUVF-YOLOX: A Multi-modal Ultrasound Video Fusion Network for Renal Tumor Diagnosis.
MICCAI (5)
Junyu Li, Han Huang, Dong Ni, Wufeng Xue, Dongmei Zhu, Jun Cheng
2023 J jnl
MUVF-YOLOX: A Multi-modal Ultrasound Video Fusion Network for Renal Tumor Diagnosis.
CoRR
Junyu Li, Han Huang, Dong Ni, Wufeng Xue, Dongmei Zhu, Jun Cheng
2023 — conf
Mitral Regurgitation Quantification from Multi-channel Ultrasound Images via Deep Learning.
MICCAI (6)
Keming Tang, Zhenyi Ge, Rongbo Ling, Jun Cheng, Wufeng Xue, Cuizhen Pan, Xianhong Shu, Dong Ni
2023 J jnl
RecON: Online learning for sensorless freehand 3D ultrasound reconstruction.
Medical Image Anal.
Mingyuan Luo, Xin Yang, Hongzhang Wang, Haoran Dou, Xindi Hu, Yuhao Huang, Nishant Ravikumar, Songcheng Xu, Yuanji Zhang, Yi Xiong, Wufeng Xue, Alejandro F. Frangi, Dong Ni, Litao Sun
2023 J jnl
Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences.
IEEE Trans. Medical Imaging
Zejian Chen, Wei Zhuo, Tianfu Wang, Jun Cheng, Wufeng Xue, Dong Ni
2023 J jnl
Test-time bi-directional adaptation between image and model for robust segmentation.
Comput. Methods Programs Biomed.
Xiaoqiong Huang, Xin Yang, Haoran Dou, Yuhao Huang, Li Zhang, Zhendong Liu, Zhongnuo Yan, Lian Liu, Yuxin Zou, Xindi Hu, Rui Gao, Yuanji Zhang, Yi Xiong, Wufeng Xue, Dong Ni
2023 — conf
Wall Thickness Estimation from Short Axis Ultrasound Images via Temporal Compatible Deformation Learning.
MICCAI (6)
Ang Zhang, Guijuan Peng, Jialan Zheng, Jun Cheng, Xiaohua Liu, Qian Liu, Yuanyuan Sheng, Yingqi Zheng, Yumei Yang, Jie Deng, Yingying Liu, Wufeng Xue, Dong Ni
2022 J jnl
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images.
CoRR
Kai-Ni Wang, Xin Yang, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni
2022 J jnl
AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance images.
Medical Image Anal.
Kai-Ni Wang, Xin Yang, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni
2022 J jnl
Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation.
IEEE J. Biomed. Health Informatics
Wufeng Xue, Heng Cao, Junqiang Ma, Ti Bai, Tianfu Wang, Dong Ni
2022 J jnl
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip.
IEEE J. Biomed. Health Informatics
Xindi Hu, Limin Wang, Xin Yang, Xu Zhou, Wufeng Xue, Yan Cao, Shengfeng Liu, Yuhao Huang, Shuangping Guo, Ning Shang, Dong Ni, Ning Gu
2022 J jnl
Regional Cardiac Motion Scoring With Multi-Scale Motion-Based Spatial Attention.
IEEE J. Biomed. Health Informatics
Wufeng Xue, Zejian Chen, Tianfu Wang, Shuo Li, Dong Ni
2022 J jnl
Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis.
CoRR
Jiamin Liang, Xin Yang, Yuhao Huang, Haoming Li, Shuangchi He, Xindi Hu, Zejian Chen, Wufeng Xue, Jun Cheng, Dong Ni
2022 J jnl
Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis.
Medical Image Anal.
Jiamin Liang, Xin Yang, Yuhao Huang, Haoming Li, Shuangchi He, Xindi Hu, Zejian Chen, Wufeng Xue, Jun Cheng, Dong Ni
2022 J jnl
Steerable Pyramid Transform Enables Robust Left Ventricle Quantification.
CoRR
Xiangyang Zhu, Kede Ma, Wufeng Xue
2021 J jnl
Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound.
IEEE Trans. Medical Imaging
Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni
2021 J jnl
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound.
CoRR
Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni
2021 J jnl
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences.
CoRR
Zejian Chen, Wei Zhuo, Tianfu Wang, Wufeng Xue, Dong Ni
2021 J jnl
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip.
CoRR
Xindi Hu, Limin Wang, Xin Yang, Xu Zhou, Wufeng Xue, Yan Cao, Shengfeng Liu, Yuhao Huang, Shuangping Guo, Ning Shang, Dong Ni, Ning Gu
2021 J jnl
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.
IEEE J. Biomed. Health Informatics
Wufeng Xue, Jiahui Li, Zhiqiang Hu, Eric Kerfoot, James R. Clough, Ilkay Öksüz, Hao Xu, Vicente Grau, Fumin Guo, Matthew Ng, Xiang Li, Quanzheng Li, Lihong Liu, Jin Ma, Elias Grinias, Georgios Tziritas, Wenjun Yan, Angélica Atehortúa, Mireille Garreau, Yeonggul Jang, Alejandro Debus, Enzo Ferrante, Guanyu Yang, Tiancong Hua, Shuo Li
2021 J jnl
Modality alignment contrastive learning for severity assessment of COVID-19 from lung ultrasound and clinical information.
Medical Image Anal.
Wufeng Xue, Chunyan Cao, Jie Liu, Yilian Duan, Haiyan Cao, Jian Wang, Xumin Tao, Zejian Chen, Meng Wu, Jinxiang Zhang, Hui Sun, Yang Jin, Xin Yang, Ruobing Huang, Feixiang Xiang, Yue Song, Manjie You, Wen Zhang, Mingxing Xie
2020 — conf
Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound.
MICCAI (6)
Jian Wang, Juzheng Miao, Xin Yang, Rui Li, Guangquan Zhou, Yuhao Huang, Zehui Lin, Wufeng Xue, Xiaohong Jia, Jianqiao Zhou, Ruobing Huang, Dong Ni
2020 J jnl
Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound.
CoRR
Jian Wang, Juzheng Miao, Xin Yang, Rui Li, Guangquan Zhou, Yuhao Huang, Zehui Lin, Wufeng Xue, Xiaohong Jia, Jianqiao Zhou, Ruobing Huang, Dong Ni
2020 J jnl
Bridge Segmentation Performance Gap Via Evolving Shape Prior.
IEEE Access
Chaoyu Chen, Xin Yang, Haoran Dou, Ruobing Huang, Xiaoqiong Huang, Xu Wang, Chong Duan, Shengli Li, Wufeng Xue, Pheng-Ann Heng, Dong Ni
2020 J jnl
Classification of young healthy individuals with different exercise levels based on multiple musculoskeletal ultrasound images.
Biomed. Signal Process. Control.
Shiyu Sun, Wufeng Xue, Yongjin Zhou
2020 J jnl
Left ventricle quantification with sample-level confidence estimation via Bayesian neural network.
Comput. Medical Imaging Graph.
Wufeng Xue, Tingting Guo, Dong Ni
2020 — conf
Style-Invariant Cardiac Image Segmentation with Test-Time Augmentation.
M&Ms and EMIDEC/STACOM@MICCAI
Xiaoqiong Huang, Zejian Chen, Xin Yang, Zhendong Liu, Yuxin Zou, Mingyuan Luo, Wufeng Xue, Dong Ni
2020 J jnl
Style-invariant Cardiac Image Segmentation with Test-time Augmentation.
CoRR
Xiaoqiong Huang, Zejian Chen, Xin Yang, Zhendong Liu, Yuxin Zou, Mingyuan Luo, Wufeng Xue, Dong Ni
2020 — conf
Temporal-Consistent Segmentation of Echocardiography with Co-learning from Appearance and Shape.
MICCAI (2)
Hongrong Wei, Heng Cao, Yiqin Cao, Yongjin Zhou, Wufeng Xue, Dong Ni, Shuo Li
2019 — conf
Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound.
MICCAI (5)
Haoran Dou, Xin Yang, Jikuan Qian, Wufeng Xue, Hao Qin, Xu Wang, Lequan Yu, Shujun Wang, Yi Xiong, Pheng-Ann Heng, Dong Ni
2019 J jnl
Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound.
CoRR
Haoran Dou, Xin Yang, Jikuan Qian, Wufeng Xue, Hao Qin, Xu Wang, Lequan Yu, Shujun Wang, Yi Xiong, Pheng-Ann Heng, Dong Ni
2019 J jnl
Arterial Spin Labeling Images Synthesis From sMRI Using Unbalanced Deep Discriminant Learning.
IEEE Trans. Medical Imaging
Wei Huang, Mingyuan Luo, Xi Liu, Peng Zhang, Huijun Ding, Wufeng Xue, Dong Ni
2019 — conf
Cardiac Motion Scoring Based on CNN with Attention Mechanism.
ISICDM
Zejian Chen, Wufeng Xue, Tianfu Wang, Dong Ni
2019 — conf
FetusMap: Fetal Pose Estimation in 3D Ultrasound.
MICCAI (5)
Xin Yang, Wenlong Shi, Haoran Dou, Jikuan Qian, Yi Wang, Wufeng Xue, Shengli Li, Dong Ni, Pheng-Ann Heng
2019 J jnl
FetusMap: Fetal Pose Estimation in 3D Ultrasound.
CoRR
Xin Yang, Wenlong Shi, Haoran Dou, Jikuan Qian, Yi Wang, Wufeng Xue, Shengli Li, Dong Ni, Pheng-Ann Heng
2019 — conf
Left Ventricle Segmentation and Quantification with Attention-Enhanced Segmentation and Shape Correction.
ISICDM
Hongrong Wei, Wufeng Xue, Dong Ni
2019 J jnl
MA-Shape: Modality Adaptation Shape Regression for Left Ventricle Segmentation on Mixed MR and CT Images.
IEEE Access
Jinyu Cong, Yuanjie Zheng, Wufeng Xue, Bofeng Cao, Shuo Li
2019 — conf
Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN.
STACOM@MICCAI
Xumin Tao, Hongrong Wei, Wufeng Xue, Dong Ni
2019 J jnl
Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN.
CoRR
Xumin Tao, Hongrong Wei, Wufeng Xue, Dong Ni
2018 — conf
Cardiac Motion Scoring with Segment- and Subject-Level Non-local Modeling.
MICCAI (2)
Wufeng Xue, Gary Brahm, Stephanie Leung, Olga Shmuilovich, Shuo Li
2018 J jnl
Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling.
CoRR
Wufeng Xue, Gary Brahm, Stephanie Leung, Olga Shmuilovich, Shuo Li
2018 J jnl
Full left ventricle quantification via deep multitask relationships learning.
Medical Image Anal.
Wufeng Xue, Gary Brahm, Sachin Pandey, Stephanie Leung, Shuo Li
2017 — conf
Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network.
IPMI
Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey, James Warrington, Stephanie Leung, Shuo Li
2017 J jnl
Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network.
CoRR
Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey, James Warrington, Stephanie Leung, Shuo Li
2017 J jnl
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning.
CoRR
Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li
2017 J jnl
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning.
IEEE Trans. Medical Imaging
Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li
2017 — conf
Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness.
MICCAI (3)
Wufeng Xue, Andrea Lum, Ashley Mercado, Mark Landis, James Warrington, Shuo Li
2017 J jnl
Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness.
CoRR
Wufeng Xue, Andrea Lum, Ashley Mercado, Mark Landis, James Warrington, Shuo Li
2015 — conf
Decoupled Marginal Distribution of Gradient Magnitude and Laplacian of Gaussian for Texture Classification.
CCCV (1)
Wufeng Xue, Xuanqin Mou, Lei Zhang
2015 J jnl
Learn to Evaluate Image Perceptual Quality Blindly from Statistics of Self-similarity.
CoRR
Wufeng Xue, Xuanqin Mou, Lei Zhang
2015 — conf
Video quality assessment via gradient magnitude similarity deviation of spatial and spatiotemporal slices.
MOBMU
Peng Yan, Xuanqin Mou, Wufeng Xue
2014 J jnl
Blind Image Quality Assessment Using Joint Statistics of Gradient Magnitude and Laplacian Features.
IEEE Trans. Image Process.
Wufeng Xue, Xuanqin Mou, Lei Zhang, Alan C. Bovik, Xiangchu Feng
2014 J jnl
Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index.
IEEE Trans. Image Process.
Wufeng Xue, Lei Zhang, Xuanqin Mou, Alan C. Bovik
2014 — conf
Image quality assessment with mean squared error in a log based perceptual response domain.
ChinaSIP
Wufeng Xue, Xuanqin Mou
2014 — conf
LoG acts as a good feature in the task of image quality assessment.
Digital Photography
Xuanqin Mou, Wufeng Xue, Congmin Chen, Lei Zhang
2013 J jnl
Edge Strength Similarity for Image Quality Assessment.
IEEE Signal Process. Lett.
Xuande Zhang, Xiang-Chu Feng, Weiwei Wang, Wufeng Xue
2013 J jnl
Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index.
CoRR
Wufeng Xue, Lei Zhang, Xuanqin Mou, Alan C. Bovik
2013 A* conf
Learning without Human Scores for Blind Image Quality Assessment.
CVPR
Wufeng Xue, Lei Zhang, Xuanqin Mou
2013 — conf
Local binary pattern statistics feature for reduced reference image quality assessment.
Digital Photography
Min Zhang, Xuanqin Mou, Hiroshi Fujita, Lei Zhang, Xiangrong Zhou, Wufeng Xue
2013 A* conf
Perceptual Fidelity Aware Mean Squared Error.
ICCV
Wufeng Xue, Xuanqin Mou, Lei Zhang, Xiangchu Feng
2012 — conf
Reduced reference image quality assessment via sub-image similarity based redundancy measurement.
Human Vision and Electronic Imaging
Xuanqin Mou, Wufeng Xue, Lei Zhang
2012 — conf
Reduced-reference image quality assessment based on statistics of edge patterns.
Digital Photography
Yuting Chen, Wufeng Xue, Xuanqin Mou
2011 B conf
An image quality assessment metric based on Non-shift Edge.
ICIP
Wufeng Xue, Xuanqin Mou
2011 — conf
Image quality assessment based on edge.
Digital Photography
Xuanqin Mou, Min Zhang, Wufeng Xue, Lei Zhang
2011 — conf
Reduced reference image quality assessment based on statistics of edge.
Digital Photography
Min Zhang, Wufeng Xue, Xuanqin Mou