publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. IJCV
    zhou2024ctrl
    Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification
    Xinrui Zhou, Yuhao Huang, Haoran Dou, and 13 more authors
    IF 11.6
    International Journal of Computer Vision, 2026
    DOI
  2. JACMP
    zhong2026mitral
    Mitral Regurgitation Detection and Central/Eccentric Classification Using Transformer-Based Deep Learning in Multi-View Echocardiography
    Xiaofang Zhong, Jiancheng Zhang, Yuanyuan Sheng, and 10 more authors
    IF 3.2
    Journal of Applied Clinical Medical Physics, 2026
    DOI

2025

  1. Enhancing fetal ultrasound image quality assessment with multi-scale fusion and clustering-based optimization
    Chaoyu Chen, Yuhao Huang, Xin Yang, and 5 more authors
    Biomedical Signal Processing and Control, 2025
    DOI
  2. EchoONE: Segmenting Multiple echocardiography Planes in One Model
    Jiongtong Hu, Wei Zhuo, Jun Cheng, and 3 more authors
    CCF-A
    In CVPR 2025, 2025
    DOI
  3. du2025deep
    Deep learning framework for interpretable quality control of echocardiography video
    Liwei Du, Wufeng Xue, Zhanru Qi, and 5 more authors
    IF 3.2
    Medical Physics, 2025
    DOI
  4. peng2025formal
    Formal validation of a deep learning-based automated interpretation system for cardiac structure and function in adult echocardiography
    Guijuan Peng, Rongbo Ling, Xiaohua Liu, and 8 more authors
    IF 2.3
    Quantitative Imaging in Medicine and Surgery, 2025
    DOI
  5. DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining
    Wei Zhuo, Zhiyue Tang, Wufeng Xue, and 2 more authors
    arXiv preprint arXiv:2504.15669, 2025
  6. 3D heart reconstruction from sparse pose-agnostic 2D echocardiographic slices
    Zhurong Chen, Jinhua Chen, Wei Zhuo, and 2 more authors
    In International Workshop on Advances in Simplifying Medical Ultrasound, 2025
  7. guo2025echocardiographic
    Echocardiographic Video-Driven Multi-task Learning Model for Coronary Artery Disease Diagnosis and Severity Grading
    Ying Guo, Yu-Han Cai, TAO XU, and 6 more authors
    IF 4.3
    Frontiers in Bioengineering and Biotechnology, 2025
    DOI
  8. Multi-View Fusion Network with Test Time Augmentation for Cardiac Image Segmentation and Ejection Fraction Estimation
    Waqas Anwaar, Van Manh, Wufeng Xue, and 1 more author
    Results in Engineering, 2025
    DOI
  9. Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification
    Wei Zhuo, Runjie Luo, Wufeng Xue, and 1 more author
    arXiv preprint arXiv:2507.20511, 2025
    DOI
  10. Automated multi-regional IHC scoring enhances prognostication in colorectal cancer
    Jun Cheng, Yulong Han, Ye Yuan, and 8 more authors
    The Journal of Pathology: Clinical Research, 2025
    DOI
  11. COVID-19 Severity Prediction from Lung Ultrasound via Dynamic Gated Multi-instance Learning
    Chen Lin, Guang-Quan Zhou, Wufeng Xue, and 1 more author
    CCF-B
    In International Workshop on Advances in Simplifying Medical Ultrasound, 2025
    DOI
  12. Simplifying Medical Ultrasound: 6th International Workshop, ASMUS 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 28, 2025, Proceedings
    Dong Ni, Alison Noble, Ruobing Huang, and 1 more author
    2025

2024

  1. Steerable Pyramid Transform Enables Robust Left Ventricle Quantification
    Xiangyang Zhu, Kede Ma, and Wufeng Xue
    CCF-B
    In Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2024
    DOI
  2. Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training
    Jian Wang, Xin Yang, Xiaohong Jia, and 8 more authors
    IF 7.0
    Computers in Biology and Medicine, 2024
    DOI
  3. An efficient framework for lesion segmentation in ultrasound images using global adversarial learning and region-invariant loss
    Van Manh, Xiaohong Jia, Wufeng Xue, and 6 more authors
    IF 7.0
    Computers in Biology and Medicine, 2024
    DOI
  4. Assessment of left ventricular ejection fraction in artificial intelligence based on left ventricular opacification
    Ye Zhu, Zisang Zhang, Junqiang Ma, and 8 more authors
    Digital Health, 2024
  5. Heartbeat: Towards controllable echocardiography video synthesis with multimodal conditions-guided diffusion models
    Xinrui Zhou, Yuhao Huang, Wufeng Xue, and 4 more authors
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2024
    DOI
  6. Feasibility validation of automatic diagnosis of mitral valve prolapse from multi-view echocardiographic sequences based on deep neural network
    Zijian Wu, Zhenyi Ge, Zhengdan Ge, and 8 more authors
    European Heart Journal-Imaging Methods and Practice, 2024
    DOI
  7. A Self-distillation Bi-atrial Segmentation Network for Cardiac MRI
    Waqas Anwaar, Manh The Van, Jiongtong Hu, and 3 more authors
    In International Workshop on Statistical Atlases and Computational Models of the Heart, 2024

2023

  1. Semi-supervised representation learning for segmentation on medical volumes and sequences
    Zejian Chen, Wei Zhuo, Tianfu Wang, and 3 more authors
    IF 10.4
    IEEE Transactions on Medical Imaging, 2023
    DOI
  2. Co-learning of appearance and shape for precise ejection fraction estimation from echocardiographic sequences
    Hongrong Wei, Junqiang Ma, Yongjin Zhou, and 2 more authors
    IF 10.9
    Medical Image Analysis, 2023
    DOI
  3. Test-time bi-directional adaptation between image and model for robust segmentation
    Xiaoqiong Huang, Xin Yang, Haoran Dou, and 8 more authors
    IF 6.1
    Computer Methods and Programs in Biomedicine, 2023
    DOI
  4. RecON: Online learning for sensorless freehand 3D ultrasound reconstruction
    Mingyuan Luo, Xin Yang, Hongzhang Wang, and 8 more authors
    IF 10.9
    Medical Image Analysis, 2023
    DOI
  5. Inflated 3d convolution-transformer for weakly-supervised carotid stenosis grading with ultrasound videos
    Xinrui Zhou, Yuhao Huang, Wufeng Xue, and 7 more authors
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023
  6. Muvf-yolox: a multi-modal ultrasound video fusion network for renal tumor diagnosis
    Junyu Li, Han Huang, Dong Ni, and 3 more authors
    CCF-B
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023
    DOI
  7. tang2023mitral
    Mitral Regurgitation Quantification from Multi-channel Ultrasound Images via Deep Learning
    Keming Tang, Zhenyi Ge, Rongbo Ling, and 5 more authors
    In MICCAI 2023, 2023
  8. zhang2023wall
    Wall thickness estimation from short axis ultrasound images via temporal compatible deformation learning
    Ang Zhang, Guijuan Peng, Jialan Zheng, and 8 more authors
    In MICCAI 2023, 2023

2022

  1. AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance images
    Kai-Ni Wang, Xin Yang, Juzheng Miao, and 7 more authors
    IF 10.9
    Medical Image Analysis, 2022
    DOI
  2. Regional Cardiac Motion Scoring with Multi-scale Motion-based Spatial Attention
    Wufeng Xue, Zejian Chen, Tianfu Wang, and 2 more authors
    IF 6.7
    IEEE Journal of Biomedical and Health Informatics, 2022
    DOI
  3. Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis
    Jiamin Liang, Xin Yang, Yuhao Huang, and 7 more authors
    IF 10.9
    Medical image analysis, 2022
    DOI
  4. Automatic view classification of contrast and non-contrast echocardiography
    Ye Zhu, Junqiang Ma, Zisang Zhang, and 8 more authors
    IF 2.8
    Frontiers in Cardiovascular Medicine, 2022
    DOI
  5. Improved segmentation of echocardiography with orientation-congruency of optical flow and motion-enhanced segmentation
    Wufeng Xue, Heng Cao, Junqiang Ma, and 3 more authors
    IF 6.7
    IEEE Journal of Biomedical and Health Informatics, 2022
    DOI

2021

  1. Modality alignment contrastive learning for severity assessment of COVID-19 from lung ultrasound and clinical information
    Wufeng Xue, Chunyan Cao, Jie Liu, and 8 more authors
    IF 10.9
    Medical image analysis, 2021
    DOI
  2. Left ventricle quantification challenge: A comprehensive comparison and evaluation of segmentation and regression for mid-ventricular short-axis cardiac MR data
    Wufeng Xue, Jiahui Li, Zhiqiang Hu, and 8 more authors
    IF 6.7
    IEEE journal of biomedical and health informatics, 2021
    DOI
  3. Agent with warm start and adaptive dynamic termination for plane localization in 3D ultrasound
    Xin Yang, Haoran Dou, Ruobing Huang, and 8 more authors
    IF 10.4
    IEEE Transactions on Medical Imaging, 2021
    DOI
  4. Joint landmark and structure learning for automatic evaluation of developmental dysplasia of the hip
    Xindi Hu, Limin Wang, Xin Yang, and 8 more authors
    IF 6.7
    IEEE journal of biomedical and health informatics, 2021
    DOI
  5. Style-Invariant Cardiac Image Segmentation with Test-Time
    Yuxin Zou^1, Mingyuan Luo, Wufeng Xue, and 1 more author
    In Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges: 11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers, 2021
    DOI

2020

  1. Temporal-consistent Segmentation of Echocardiography with Co-learning from Appearance and Shape
    Hongrong Wei, Heng Cao, Yiqin Cao, and 4 more authors
    CCF-B
    In Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), 2020
    DOI
  2. Left ventricle quantification with sample-level confidence estimation via Bayesian neural network
    Wufeng Xue, Tingting Guo, and Dong Ni
    IF 5.4
    Computerized Medical Imaging and Graphics, 2020
    DOI
  3. Classification of young healthy individuals with different exercise levels based on multiple musculoskeletal ultrasound images
    Shiyu Sun, Wufeng Xue, and Yongjin Zhou
    IF 5.0
    Biomedical Signal Processing and Control, 2020
    DOI
  4. Bridge segmentation performance gap via evolving shape prior
    Chaoyu Chen, Xin Yang, Haoran Dou, and 8 more authors
    IF 3.4
    IEEE Access, 2020
    DOI
  5. Style-invariant cardiac image segmentation with test-time augmentation
    Xiaoqiong Huang, Zejian Chen, Xin Yang, and 5 more authors
    In International Workshop on Statistical Atlases and Computational Models of the Heart, 2020
  6. Auto-weighting for breast cancer classification in multimodal ultrasound
    Jian Wang, Juzheng Miao, Xin Yang, and 8 more authors
    CCF-B
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2020
    DOI

2019

  1. Ma-shape: modality adaptation shape regression for left ventricle segmentation on mixed MR and CT images
    Jinyu Cong, Yuanjie Zheng, Wufeng Xue, and 2 more authors
    IF 3.4
    IEEE Access, 2019
    DOI
  2. Arterial spin labeling images synthesis from sMRI using unbalanced deep discriminant learning
    Wei Huang, Mingyuan Luo, Xi Liu, and 4 more authors
    IF 10.4
    IEEE transactions on medical imaging, 2019
    DOI
  3. Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN
    Xumin Tao, Hongrong Wei, Wufeng Xue, and 1 more author
    CCF-B
    In The Statistical Atlases and Computational Modeling of the Heart (STACOM) 2019, 2019
    DOI
  4. Fetusmap: Fetal pose estimation in 3D ultrasound
    Xin Yang, Wenlong Shi, Haoran Dou, and 6 more authors
    CCF-B
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2019
    DOI
  5. Agent with warm start and active termination for plane localization in 3D ultrasound
    Haoran Dou, Xin Yang, Jikuan Qian, and 8 more authors
    IF 10.4
    In International conference on medical image computing and computer-assisted intervention, 2019
    DOI
  6. Left ventricle segmentation and quantification with attention-enhanced segmentation and shape correction
    Hongrong Wei, Wufeng Xue, and Dong Ni
    In Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019
    DOI
  7. Cardiac motion scoring based on CNN with attention mechanism
    Zejian Chen, Wufeng Xue, Tianfu Wang, and 1 more author
    In Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019
    DOI

2018

  1. Full left ventricle quantification via deep multitask relationships learning
    Wufeng Xue, Gary Brahm, Sachin Pandey, and 2 more authors
    IF 10.9
    Medical image analysis, 2018
    DOI
  2. Cardiac Motion Scoring with Segment-and Subject-level Non-Local Modeling
    Wufeng Xue, Gary Brahm, Stephanie Leung, and 2 more authors
    In MICCAI 2018, 2018

2017

  1. Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning
    Wufeng Xue, Ali Islam, Mousumi Bhaduri, and 1 more author
    IF 10.4
    IEEE Transactions on Medical Imaging, 2017
    DOI
  2. Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network
    Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey, and 3 more authors
    CCF-B
    In The 25th biennial international conference on Information Processing in Medical Imaging (IPMI 2017), 2017
    DOI
  3. Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra-and Inter-Task Relatedness
    Wufeng Xue, Andrea Lum, Ashley Mercado, and 3 more authors
    CCF-B
    MICCAI 2017, 2017
    DOI

2015

  1. Video quality assessment via gradient magnitude similarity deviation of spatial and spatiotemporal slices
    Peng Yan, Xuanqin Mou, and Wufeng Xue
    In Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications 2015, 2015
    DOI
  2. Learn to Evaluate Image Perceptual Quality Blindly from Statistics of Self-similarity
    Wufeng Xue, Xuanqin Mou, and Lei Zhang
    arXiv preprint arXiv:1510.02884, 2015
  3. Decoupled Marginal Distribution of Gradient Magnitude and Laplacian of Gaussian for Texture Classification
    Wufeng Xue, Xuanqin Mou, and Lei Zhang
    In CCF Chinese Conference on Computer Vision, 2015
    DOI

2014

  1. Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index
    Wufeng Xue, Lei Zhang, Xuanqin Mou, and 1 more author
    2014
    DOI HTML
    0 Google Scholar citations
  2. LoG acts as a good feature in the task of image quality assessment
    Xuanqin Mou, Wufeng Xue, Congmin Chen, and 1 more author
    In Digital Photography X, 2014
    DOI
  3. Blind Image Quality Assessment Using Joint Statistics of Gradient Magnitude and Laplacian Features
    Wufeng Xue, Xuanqin Mou, Lei Zhang, and 2 more authors
    IEEE Transaction on Image Processing, 2014
    DOI
  4. Image quality assessment with mean squared error in a log based perceptual response domain
    Wufeng Xue and Xuanqin Mou
    In 2014 IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP), 2014
    DOI

2013

  1. Local binary pattern statistics feature for reduced reference image quality assessment
    Min Zhang, Xuanqin Mou, Hiroshi Fujita, and 3 more authors
    In Digital Photography IX, 2013
    DOI
  2. Edge Strength Similarity for Image Quality Assessment
    Xuande Zhang, Xiangchu Feng, Weiwei Wang, and 1 more author
    2013
    DOI
  3. Learning without Human Scores for Blind Image Quality Assessment
    Wufeng Xue, Lei Zhang, and Xuanqin Mou
    CCF-A
    In CVPR 2013, 2013
    DOI HTML
    1576 Google Scholar citations
  4. Perceptual Fidelity Aware Mean Squared Error
    Wufeng Xue, Xuanqin Mou, Lei Zhang, and 1 more author
    In ICCV 2013, 2013
    DOI

2012

  1. Reduced-reference image quality assessment based on statistics of edge patterns
    Yuting Chen, Wufeng Xue, and Xuanqin Mou
    In Digital Photography VIII, 2012
    DOI
  2. Reduced reference image quality assessment via sub-image similarity based redundancy measurement
    Xuanqin Mou, Wufeng Xue, and Lei Zhang
    In Human Vision and Electronic Imaging XVII, 2012
    DOI

2011

  1. Image quality assessment based on edge
    Xuanqin Mou, Min Zhang, Wufeng Xue, and 1 more author
    In Proceedings of SPIE, 2011
  2. Reduced reference image quality assessment based on statistics of edge
    Min Zhang, Wufeng Xue, and Xuanqin Mou
    In Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 2011
    DOI
  3. An image quality assessment metric based on non-shift edge
    Wufeng Xue and Xuanqin Mou
    In 2011 18th IEEE International Conference on Image Processing, 2011
    DOI

2010

  1. Reduced reference image quality assessment based on Weibull statistics
    Wufeng Xue and Xuanqin Mou
    In Quality of Multimedia Experience (QoMEX), 2010 Second International Workshop on, 2010
    DOI