Zhuang, Xiahai
- Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge
2019/02/21 by Xiahai Zhuang, Zhuang, Xiahai, Lei Li +65 · 15 citations
Medicine · Engineering · #Cardiac Valve Diseases and Treatments #Cardiac Imaging and Diagnostics #Advanced X-ray and CT Imaging
- BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability
2023/03/03 by Shangqi Gao, Gao, Shangqi, Hangqi Zhou +5 · 11 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Machine Learning in Healthcare
- CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision
2022/03/03 by Ke Zhang, Zhang, Ke, Xiahai Zhuang +1 · 8 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review
2021/06/18 by Lei Li, Li, Lei, Veronika A. Zimmer +5 · 6 citations
Medicine · #Atrial Fibrillation Management and Outcomes #Cardiac Arrhythmias and Treatments #Cardiac Imaging and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging
2023/06/21 by Zheyao Gao, Yuanye Liu, Gao, Zheyao +9 · 6 citations
Medicine · Computer Science · #Liver Disease Diagnosis and Treatment #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging
- AtrialJSQnet: A New Framework for Joint Segmentation and Quantification of Left Atrium and Scars Incorporating Spatial and Shape Information
2020/08/11 by Lei Li, Li, Lei, Veronika A. Zimmer +5 · 4 citations
Medicine · #Advanced MRI Techniques and Applications #Cardiac Valve Diseases and Treatments #Atrial Fibrillation Management and Outcomes
- Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge
2020/06/22 by Zhuang, Xiahai, Xu, Jiahang, Luo, Xinzhe +20 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation
2021/06/16 by Fuping Wu, Wu, Fuping, Xiahai Zhuang +1 · 3 citations
Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #electronic engineering #information engineering
- MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
2022/01/10 by Lei Li, Li, Lei, Fuping Wu +61 · 3 citations
Medicine · #Cardiac Imaging and Diagnostics #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications
- MERIT: Multi-view evidential learning for reliable and interpretable liver fibrosis staging
2024/05/05 by Yuanye Liu, Zheyao Gao, Liu, Yuanye +11 · 5 citations
Computer Science · Health Professions · Medicine · #68U10 #AI in cancer detection #Artificial Intelligence in Healthcare #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6
- AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images
2022/01/14 by Wang, Kai-Ni, Yang, Xin, Miao, Juzheng +7 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework
2019/02/21 by Li, Lei, Wu, Fuping, Yang, Guang +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The state-of-the-art in Cardiac MRI Reconstruction: Results of the CMRxRecon Challenge in MICCAI 2023
2024/04/01 by Jun Lyu, Lyu, Jun, Qin Chen +95 · 4 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #Cardiac Imaging and Diagnostics #Cardiac Structural Anomalies and Repair
- AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-Center LGE MRIs
2021/06/16 by Lei Li, Li, Lei, Veronika A. Zimmer +5 · 2 citations
Medicine · #Advanced MRI Techniques and Applications #Atrial Fibrillation Management and Outcomes #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation
2022/06/05 by Ke Zhang, Xiahai Zhuang, Zhang, Ke +1 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Multi-Modality Cardiac Image Computing: A Survey
2022/08/26 by Lei Li, Wangbin Ding, Li, Lei +7 · 2 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #Cardiac Imaging and Diagnostics #Medical Imaging Techniques and Applications
- Incorporating Pre-training Data Matters in Unsupervised Domain Adaptation
2023/08/06 by Yinsong Xu, Aidong Men, Xu, Yinsong +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation
2018/12/19 by Dou, Qi, Ouyang, Cheng, Chen, Cheng +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Multi-scale deep neural networks for real image super-resolution
2019/04/24 by Gao, Shangqi, Zhuang, Xiahai · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors
2019/06/18 by Yue Qian, Xinzhe Luo, Yue, Qian +7 · 1 citation
Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information
2020/08/27 by Li, Lei, Zimmer, Veronika A., Ding, Wangbin +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- VSpSR: Explorable Super-Resolution via Variational Sparse Representation
2021/04/17 by Hangqi Zhou, Zhou, Hangqi, Chao Huang +5 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
- Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion
2022/02/04 by Wangbin Ding, Lei Li, Ding, Wangbin +5 · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation
2022/06/09 by Shangqi Gao, Gao, Shangqi, Hangqi Zhou +5 · 1 citation
Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction
2023/09/19 by Chengyan Wang, Wang, Chengyan, Jun Lyu +53 · 1 citation
Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
- Multi-modal MRI Translation via Evidential Regression and Distribution Calibration
2024/07/10 by Jiyao Liu, Liu, Jiyao, Shangqi Gao +16 · 2 citations
Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #NMR spectroscopy and applications #electronic engineering #information engineering
- BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement
2022/06/06 by Wang, Xin, Luo, Xinzhe, Zhuang, Xiahai · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zoo
2024/03/03 by Pei, Jiangbo, Li, Ruizhe, Men, Aidong +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion
2025/01/09 by Yang, Guang, Chen, Jingkun, Sheng, Xicheng +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning
2024/06/25 by Bomin Wang, Xinzhe Luo, Wang, Bomin +3 · 1 citation
Computer Science · Medicine · #Medical Image Segmentation Techniques #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis
2024/06/27 by Yibo Gao, Zheyao Gao, Gao, Yibo +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis
2025/03/19 by Sihan Wang, Wang, Sihan, S. J. Jiang +8 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Topic Modeling
- Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration
2024/01/04 by Luo, Xinzhe, Wang, Xin, Shapiro, Linda +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences