Xiahai Zhuang - RankMe

203 papers A* 2B 6Journal 125Unranked 65

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Self-Supervised Diffusion Model With Edge Prior for Unpaired LDCT Denoising. IEEE J. Biomed. Health Informatics Zhen Zhang, Huizhen Zhang, Shaohua Zheng, Lin Pan, Mingjing Yang, Liqin Huang, Qiang Wu, Zhiyong Zhang, Fei Shan, Xiahai Zhuang, Mingdian Yu
2026	J	`jnl`	Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration. IEEE Trans. Pattern Anal. Mach. Intell. Xinzhe Luo, Xin Wang, Linda G. Shapiro, Chun Yuan, Jianfeng Feng, Xiahai Zhuang
2026	J	`jnl`	Few-Shot Video Object Segmentation in X-Ray Angiography Using Local Matching and Spatio-Temporal Consistency Loss. CoRR Lin Xi, YingLiang Ma, Xiahai Zhuang
2026	J	`jnl`	Few-shot video object segmentation in X-ray angiography using local matching and spatio-temporal consistency loss. Neural Networks Lin Xi, YingLiang Ma, Xiahai Zhuang
2026	J	`jnl`	Open World MRI Reconstruction with Bias-Calibrated Adaptation. CoRR Jiyao Liu, Shangqi Gao, Lihao Liu, Junzhi Ning, Jinjie Wei, Junjun He, Xiahai Zhuang, Ningsheng Xu
2026	J	`jnl`	REDNet: Reliable Evidential Discounting Network for Multi-Modality Medical Image Segmentation. IEEE Trans. Medical Imaging Shichen Sun, Yufei Chen, Xiaodong Yue, Chao Ma, Xiahai Zhuang
2025	—	`conf`	Automated Characterization of Myocardial Scar Topological Patterns for Ventricular Tachycardia Screening. MICCAI (3) Xicheng Sheng, Yang Zhang, Lei Li, Bailiang Chen, Freddy Odille, Xiahai Zhuang
2025	—	`conf`	BayeSMM: Robust Deep Combined Computing Tackling Heavy-Tailed Distribution in Medical Images. MICCAI (13) Yuanye Liu, Ruoxuan Zhen, Shangqi Gao, Xinzhe Luo, Xin Gao, Qingchao Chen, Xiahai Zhuang
2025	J	`jnl`	CineMyoPS: Segmenting Myocardial Pathologies From Cine Cardiac MR. IEEE Trans. Medical Imaging Wangbin Ding, Lei Li, Junyi Qiu, Bogen Lin, Mingjing Yang, Liqin Huang, Lianming Wu, Sihan Wang, Xiahai Zhuang
2025	J	`jnl`	CineMyoPS: Segmenting Myocardial Pathologies from Cine Cardiac MR. CoRR Wangbin Ding, Lei Li, Junyi Qiu, Bogen Lin, Mingjing Yang, Liqin Huang, Lianming Wu, Sihan Wang, Xiahai Zhuang
2025	J	`jnl`	ColorAssist: Perception-Based Recoloring for Color Vision Deficiency Compensation. IEEE Trans. Image Process. Liqun Lin, Shangxi Xie, Yanting Wang, Bolin Chen, Ying Xue, Xiahai Zhuang, Tiesong Zhao
2025	—	`ed.`	Comprehensive Analysis and Computing of Real-World Medical Images - First MICCAI Challenge, CARE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings CARE@MICCAI Xiahai Zhuang, Wangbin Ding, Fuping Wu, Shangqi Gao, Lei Li, Sihan Wang
2025	—	`conf`	Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion. ISBI Guang Yang, Jingkun Chen, Xicheng Sheng, Shan Yang, Xiahai Zhuang, Betty Raman, Lei Li, Vicente Grau
2025	J	`jnl`	Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion. CoRR Guang Yang, Jingkun Chen, Xicheng Sheng, Shan Yang, Xiahai Zhuang, Betty Raman, Lei Li, Vicente Grau
2025	J	`jnl`	Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis. CoRR Sihan Wang, Suiyang Jiang, Yibo Gao, Boming Wang, Shangqi Gao, Xiahai Zhuang
2025	—	`conf`	Evaluating Foundation Models with Pathological Concept Learning for Kidney Cancer. AMAI@MICCAI Shangqi Gao, Sihan Wang, Yibo Gao, Boming Wang, Xiahai Zhuang, Anne Warren, Grant D. Stewart, James O. Jones, Mireia Crispin-Ortuzar
2025	J	`jnl`	Evaluating Foundation Models with Pathological Concept Learning for Kidney Cancer. CoRR Shangqi Gao, Sihan Wang, Yibo Gao, Boming Wang, Xiahai Zhuang, Anne Warren, Grant D. Stewart, James O. Jones, Mireia Crispin-Ortuzar
2025	J	`jnl`	InDeed: Interpretable image deep decomposition with guaranteed generalizability. CoRR Sihan Wang, Shangqi Gao, Fuping Wu, Xiahai Zhuang
2025	J	`jnl`	Incorporating Pre-Training Data Matters in Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Yinsong Xu, Aidong Men, Yang Liu, Xiahai Zhuang, Qingchao Chen
2025	—	`conf`	Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification. MICCAI (1) Yibo Gao, Hangqi Zhou, Zheyao Gao, Bomin Wang, Shangqi Gao, Sihan Wang, Xiahai Zhuang
2025	J	`jnl`	Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification. CoRR Yibo Gao, Hangqi Zhou, Zheyao Gao, Bomin Wang, Shangqi Gao, Sihan Wang, Xiahai Zhuang
2025	J	`jnl`	Liver Fibrosis Quantification and Analysis: The LiQA Dataset and Baseline Method. CoRR Yuanye Liu, Hanxiao Zhang, Jiyao Liu, Nannan Shi, Yuxin Shi, Arif Mahmood, Murtaza Taj, Xiahai Zhuang
2025	J	`jnl`	MERIT: Multi-view evidential learning for reliable and interpretable liver fibrosis staging. Medical Image Anal. Yuanye Liu, Zheyao Gao, Nannan Shi, Fuping Wu, Yuxin Shi, Qingchao Chen, Xiahai Zhuang
2025	—	`conf`	Multi-modal MRI Translation via Evidential Regression and Distribution Calibration. MICCAI (8) Jiyao Liu, Shangqi Gao, Yuxin Li, Lihao Liu, Xin Gao, Zhaohu Xing, Junzhi Ning, Yanzhou Su, Xiao-Yong Zhang, Junjun He, Ningsheng Xu, Xiahai Zhuang
2025	—	`conf`	Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins. DT4H@MICCAI Xiaoyue Liu, Xicheng Sheng, Xiahai Zhuang, Vicente Grau, Mark YY Chan, Ching-Hui Sia, Lei Li
2025	J	`jnl`	Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins. CoRR Xiaoyue Liu, Xicheng Sheng, Xiahai Zhuang, Vicente Grau, Mark YY Chan, Ching-Hui Sia, Lei Li
2025	J	`jnl`	Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zoo. IEEE Trans. Pattern Anal. Mach. Intell. Jiangbo Pei, Ruizhe Li, Aidong Men, Yang Liu, Xiahai Zhuang, Qingchao Chen
2025	J	`jnl`	The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023. Medical Image Anal. Jun Lyu, Chen Qin, Shuo Wang, Fanwen Wang, Yan Li, Zi Wang, Kunyuan Guo, Ouyang Cheng, Michael Tänzer, Meng Liu, Longyu Sun, Mengting Sun, Qing Li, Zhang Shi, Sha Hua, Hao Li, Zhensen Chen, Zhenlin Zhang, Bingyu Xin, Dimitris N. Metaxas, George Yiasemis, Jonas Teuwen, Liping Zhang, Weitian Chen, Yidong Zhao, Qian Tao, Yanwei Pang, Xiaohan Liu, Artem Razumov, Dmitry V. Dylov, Quan Dou, Kang Yan, Yuyang Xue, Yuning Du, Julia Dietlmeier, Carles García-Cabrera, Ziad Al-Haj Hemidi, Nora Vogt, Ziqiang Xu, Yajing Zhang, Ying-Hua Chu, Weibo Chen, Wenjia Bai, Xiahai Zhuang, Jing Qin, Lianming Wu, Guang Yang, Xiaobo Qu, He Wang, Chengyan Wang
2025	—	`conf`	Uncertainty-Supervised Interpretable and Robust Evidential Segmentation. MICCAI (14) Yuzhu Li, An Sui, Fuping Wu, Xiahai Zhuang
2025	J	`jnl`	Uncertainty-Supervised Interpretable and Robust Evidential Segmentation. CoRR Yuzhu Li, An Sui, Fuping Wu, Xiahai Zhuang
2025	J	`jnl`	ZSG-Net: A Zero-Shot Super-Resolution Guided Network for Ultrasound Image Segmentation and Classification. IEEE J. Biomed. Health Informatics Xingtao Lin, Xiahai Zhuang, Lin Pan, Mingjing Yang, Liqin Huang, Shun Chen, Lei Li
2024	A*	`conf`	A Brain-Inspired Way of Reducing the Network Complexity via Concept-Regularized Coding for Emotion Recognition. AAAI Han Lu, Xiahai Zhuang, Qiang Luo
2024	J	`jnl`	Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry. CoRR Xinzhe Luo, Xin Wang, Linda Shapiro, Chun Yuan, Jianfeng Feng, Xiahai Zhuang
2024	J	`jnl`	CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI. CoRR Zi Wang, Fanwen Wang, Chen Qin, Jun Lyu, Ouyang Cheng, Shuo Wang, Yan Li, Mengyao Yu, Haoyu Zhang, Kunyuan Guo, Zhang Shi, Qirong Li, Ziqiang Xu, Yajing Zhang, Hao Li, Sha Hua, Binghua Chen, Longyu Sun, Mengting Sun, Qin Li, Ying-Hua Chu, Wenjia Bai, Jing Qin, Xiahai Zhuang, Claudia Prieto, Alistair A. Young, Michael Markl, He Wang, Lianming Wu, Guang Yang, Xiaobo Qu, Chengyan Wang
2024	—	`conf`	Context-Guided Continual Reinforcement Learning for Landmark Detection with Incomplete Data. MICCAI (11) Kaiwen Wan, Bomin Wang, Fuping Wu, Haiyu Gong, Xiahai Zhuang
2024	J	`jnl`	Deep Closing: Enhancing Topological Connectivity in Medical Tubular Segmentation. IEEE Trans. Medical Imaging Qian Wu, Yufei Chen, Wei Liu, Xiaodong Yue, Xiahai Zhuang
2024	—	`conf`	Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis. MICCAI (10) Yibo Gao, Zheyao Gao, Xin Gao, Yuanye Liu, Bomin Wang, Xiahai Zhuang
2024	J	`jnl`	Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis. CoRR Yibo Gao, Zheyao Gao, Xin Gao, Yuanye Liu, Bomin Wang, Xiahai Zhuang
2024	J	`jnl`	Evidential Multi-Source-Free Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Jiangbo Pei, Aidong Men, Yang Liu, Xiahai Zhuang, Qingchao Chen
2024	J	`jnl`	MERIT: Multi-view Evidential learning for Reliable and Interpretable liver fibrosis sTaging. CoRR Yuanye Liu, Zheyao Gao, Nannan Shi, Fuping Wu, Yuxin Shi, Qingchao Chen, Xiahai Zhuang
2024	J	`jnl`	Multi-Source Domain Adaptation for Medical Image Segmentation. IEEE Trans. Medical Imaging Chenhao Pei, Fuping Wu, Mingjing Yang, Lin Pan, Wangbin Ding, Jinwei Dong, Liqin Huang, Xiahai Zhuang
2024	—	`conf`	Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning. MICCAI (2) Bomin Wang, Xinzhe Luo, Xiahai Zhuang
2024	J	`jnl`	Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning. CoRR Bomin Wang, Xinzhe Luo, Xiahai Zhuang
2024	J	`jnl`	Trustworthy Contrast-enhanced Brain MRI Synthesis. CoRR Jiyao Liu, Yuxin Li, Shangqi Gao, Yuncheng Zhou, Xin Gao, Ningsheng Xu, Xiao-Yong Zhang, Xiahai Zhuang
2023	J	`jnl`	$\mathcal {X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing. IEEE Trans. Pattern Anal. Mach. Intell. Xinzhe Luo, Xiahai Zhuang
2023	J	`jnl`	A Causality-Driven Graph Convolutional Network for Postural Abnormality Diagnosis in Parkinsonians. IEEE Trans. Medical Imaging Xinlu Tang, Rui Guo, Chencheng Zhang, Xiahai Zhuang, Xiaohua Qian
2023	J	`jnl`	A New Framework of Swarm Learning Consolidating Knowledge From Multi-Center Non-IID Data for Medical Image Segmentation. IEEE Trans. Medical Imaging Zheyao Gao, Fuping Wu, Weiguo Gao, Xiahai Zhuang
2023	—	`conf`	A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging. MICCAI (5) Zheyao Gao, Yuanye Liu, Fuping Wu, Nannan Shi, Yuxin Shi, Xiahai Zhuang
2023	J	`jnl`	A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging. CoRR Zheyao Gao, Yuanye Liu, Fuping Wu, Nannan Shi, Yuxin Shi, Xiahai Zhuang
2023	J	`jnl`	Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation. CoRR Wangbin Ding, Lei Li, Junyi Qiu, Sihan Wang, Liqin Huang, Yinyin Chen, Shan Yang, Xiahai Zhuang
2023	J	`jnl`	Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation. IEEE Trans. Medical Imaging Wangbin Ding, Lei Li, Junyi Qiu, Sihan Wang, Liqin Huang, Yinyin Chen, Shan Yang, Xiahai Zhuang
2023	—	`conf`	BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement. IPMI Xin Wang, Xinzhe Luo, Xiahai Zhuang
2023	J	`jnl`	BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability. CoRR Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang
2023	J	`jnl`	BayeSeg: Bayesian modeling for medical image segmentation with interpretable generalizability. Medical Image Anal. Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang
2023	J	`jnl`	Bayesian Image Super-Resolution With Deep Modeling of Image Statistics. IEEE Trans. Pattern Anal. Mach. Intell. Shangqi Gao, Xiahai Zhuang
2023	J	`jnl`	CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction. CoRR Chengyan Wang, Jun Lyu, Shuo Wang, Chen Qin, Kunyuan Guo, Xinyu Zhang, Xiaotong Yu, Yan Li, Fanwen Wang, Jianhua Jin, Zhang Shi, Ziqiang Xu, Yapeng Tian, Sha Hua, Zhensen Chen, Meng Liu, Mengting Sun, Xutong Kuang, Kang Wang, Haoran Wang, Hao Li, Ying-Hua Chu, Guang Yang, Wenjia Bai, Xiahai Zhuang, He Wang, Jing Qin, Xiaobo Qu
2023	J	`jnl`	Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir
2023	—	`ed.`	Left Atrial and Scar Quantification and Segmentation - First Challenge, LAScarQS 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings LAScarQS@MICCAI Xiahai Zhuang, Lei Li, Sihan Wang, Fuping Wu
2023	J	`jnl`	Minimizing Estimated Risks on Unlabeled Data: A New Formulation for Semi-Supervised Medical Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Fuping Wu, Xiahai Zhuang
2023	J	`jnl`	Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior. CoRR Kaiwen Wan, Lei Li, Dengqiang Jia, Shangqi Gao, Wei Qian, Yingzhi Wu, Huandong Lin, Xiongzheng Mu, Xin Gao, Sijia Wang, Fuping Wu, Xiahai Zhuang
2023	J	`jnl`	Multi-modality cardiac image computing: A survey. Medical Image Anal. Lei Li, Wangbin Ding, Liqin Huang, Xiahai Zhuang, Vicente Grau
2023	—	`conf`	Multi-phase Liver-Specific DCE-MRI Translation via A Registration-Guided GAN. SASHIMI@MICCAI Jiyao Liu, Yuxin Li, Nannan Shi, Yuncheng Zhou, Shangqi Gao, Yuxin Shi, Xiao-Yong Zhang, Xiahai Zhuang
2023	J	`jnl`	Multi-target landmark detection with incomplete images via reinforcement learning and shape prior embedding. Medical Image Anal. Kaiwen Wan, Lei Li, Dengqiang Jia, Shangqi Gao, Wei Qian, Yingzhi Wu, Huandong Lin, Xiongzheng Mu, Xin Gao, Sijia Wang, Fuping Wu, Xiahai Zhuang
2023	J	`jnl`	MyoPS-Net: Myocardial pathology segmentation with flexible combination of multi-sequence CMR images. Medical Image Anal. Junyi Qiu, Lei Li, Sihan Wang, Ke Zhang, Yinyin Chen, Shan Yang, Xiahai Zhuang
2023	J	`jnl`	MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images. Medical Image Anal. Lei Li, Fuping Wu, Sihan Wang, Xinzhe Luo, Carlos Martín-Isla, Shuwei Zhai, Jianpeng Zhang, Yanfei Liu, Zhen Zhang, Markus J. Ankenbrand, Haochuan Jiang, Xiaoran Zhang, Linhong Wang, Tewodros Weldebirhan Arega, Elif Altunok, Zhou Zhao, Feiyan Li, Jun Ma, Xiaoping Yang, Élodie Puybareau, Ilkay Öksüz, Stéphanie Bricq, Weisheng Li, Kumaradevan Punithakumar, Sotirios A. Tsaftaris, Laura Maria Schreiber, Mingjing Yang, Guocai Liu, Yong Xia, Guotai Wang, Sergio Escalera, Xiahai Zhuang
2023	J	`jnl`	Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels. CoRR Sihan Wang, Fuping Wu, Lei Li, Zheyao Gao, Byung-Woo Hong, Xiahai Zhuang
2023	J	`jnl`	ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation. CoRR Ke Zhang, Xiahai Zhuang
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`	AtrialJSQnet: A New framework for joint segmentation and quantification of left atrium and scars incorporating spatial and shape information. Medical Image Anal. Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang
2022	J	`jnl`	Bayesian Image Super-Resolution with Deep Modeling of Image Statistics. CoRR Shangqi Gao, Xiahai Zhuang
2022	J	`jnl`	Bayesian intrinsic groupwise registration via explicit hierarchical disentanglement. CoRR Xin Wang, Xinzhe Luo, Xiahai Zhuang
2022	J	`jnl`	Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge. Medical Image Anal. Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Víctor M. Campello, Karim Lekadir, Sulaiman Vesal, Nishant Ravikumar, Yashu Liu, Gongning Luo, Jingkun Chen, Hongwei Li, Buntheng Ly, Maxime Sermesant, Holger Roth, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang, Sen Yang, Lei Li
2022	J	`jnl`	Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks. CoRR Wangbin Ding, Lei Li, Xiahai Zhuang, Liqin Huang
2022	J	`jnl`	Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion. IEEE J. Biomed. Health Informatics Wangbin Ding, Lei Li, Xiahai Zhuang, Liqin Huang
2022	A*	`conf`	CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision. CVPR Ke Zhang, Xiahai Zhuang
2022	J	`jnl`	CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision. CoRR Ke Zhang, Xiahai Zhuang
2022	J	`jnl`	Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation. CoRR Zheyao Gao, Lei Li, Fuping Wu, Sihan Wang, Xiahai Zhuang
2022	—	`conf`	Decoupling Predictions in Distributed Learning for Multi-center Left Atrial MRI Segmentation. MICCAI (1) Zheyao Gao, Lei Li, Fuping Wu, Sihan Wang, Xiahai Zhuang
2022	J	`jnl`	Deep Compatible Learning for Partially-Supervised Medical Image Segmentation. CoRR Ke Zhang, Xiahai Zhuang
2022	J	`jnl`	Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. Medical Image Anal. Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig H. Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau
2022	—	`conf`	Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation. MICCAI (5) Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang
2022	J	`jnl`	Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation. CoRR Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang
2022	J	`jnl`	Medical image analysis on left atrial LGE MRI for atrial fibrillation studies: A review. Medical Image Anal. Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang
2022	J	`jnl`	Multi-Modality Cardiac Image Computing: A Survey. CoRR Lei Li, Wangbin Ding, Liqun Huang, Xiahai Zhuang, Vicente Grau
2022	J	`jnl`	MyoPS-Net: Myocardial Pathology Segmentation with Flexible Combination of Multi-Sequence CMR Images. CoRR Junyi Qiu, Lei Li, Sihan Wang, Ke Zhang, Yinyin Chen, Shan Yang, Xiahai Zhuang
2022	J	`jnl`	MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images. CoRR Lei Li, Fuping Wu, Sihan Wang, Xinzhe Luo, Carlos Martín-Isla, Shuwei Zhai, Jianpeng Zhang, Yanfei Liu, Zhen Zhang, Markus J. Ankenbrand, Haochuan Jiang, Xiaoran Zhang, Linhong Wang, Tewodros Weldebirhan Arega, Elif Altunok, Zhou Zhao, Feiyan Li, Jun Ma, Xiaoping Yang, Élodie Puybareau, Ilkay Öksüz, Stéphanie Bricq, Weisheng Li, Kumaradevan Punithakumar, Sotirios A. Tsaftaris, Laura Maria Schreiber, Mingjing Yang, Guocai Liu, Yong Xia, Guotai Wang, Sergio Escalera, Xiahai Zhuang
2022	J	`jnl`	Rank-One Network: An Effective Framework for Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. Shangqi Gao, Xiahai Zhuang
2022	—	`conf`	ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation. MICCAI (8) Ke Zhang, Xiahai Zhuang
2022	J	`jnl`	ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation. CoRR Ke Zhang, Xiahai Zhuang
2022	—	`conf`	Survey on unsupervised learning methods for optical flow estimation. ICTC Tomislav Dobricki, Xiahai Zhuang, Kyoung-Jae Won, Byung-Woo Hong
2022	—	`conf`	Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels. STACOM@MICCAI Sihan Wang, Fuping Wu, Lei Li, Zheyao Gao, Byung-Woo Hong, Xiahai Zhuang
2022	J	`jnl`	X-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing. CoRR Xinzhe Luo, Xiahai Zhuang
2021	J	`jnl`	A low-rank representation for unsupervised registration of medical images. CoRR Dengqiang Jia, Shangqi Gao, Qunlong Chen, Xinzhe Luo, Xiahai Zhuang
2021	J	`jnl`	AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-Center LGE MRIs. CoRR Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang
2021	—	`conf`	AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-center LGE MRIs. MICCAI (6) Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang
2021	—	`conf`	AttU-NET: Attention U-Net for Brain Tumor Segmentation. BrainLes@MICCAI (2) Sihan Wang, Lei Li, Xiahai Zhuang
2021	—	`conf`	Consistency Based Co-segmentation for Multi-view Cardiac MRI Using Vision Transformer. STACOM@MICCAI Zheyao Gao, Xiahai Zhuang
2021	J	`jnl`	Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. CoRR Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig H. Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau
2021	J	`jnl`	Disentangle domain features for cross-modality cardiac image segmentation. Medical Image Anal. Chenhao Pei, Fuping Wu, Liqin Huang, Xiahai Zhuang
2021	J	`jnl`	Learning-based algorithms for vessel tracking: A review. Comput. Medical Imaging Graph. Dengqiang Jia, Xiahai Zhuang
2021	J	`jnl`	Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review. CoRR Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang
2021	J	`jnl`	Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge. IEEE Trans. Medical Imaging Víctor M. Campello, Polyxeni Gkontra, Cristian Izquierdo, Carlos Martín-Isla, Alireza Sojoudi, Peter M. Full, Klaus H. Maier-Hein, Yao Zhang, Zhiqiang He, Jun Ma, Mario Parreño, Alberto Albiol, Fanwei Kong, Shawn C. Shadden, Jorge Corral Acero, Vaanathi Sundaresan, Mina Saber, Mustafa A. Alattar, Hongwei Li, Bjoern H. Menze, Firas Khader, Christoph Haarburger, Cian M. Scannell, Mitko Veta, Adam Carscadden, Kumaradevan Punithakumar, Xiao Liu, Sotirios A. Tsaftaris, Xiaoqiong Huang, Xin Yang, Lei Li, Xiahai Zhuang, David Viladés, Martín Luís Descalzo, Andrea Guala, Lucia La Mura, Matthias G. W. Friedrich, Ria Garg, Julie Lebel, Filipe Henriques, Mahir Karakas, Ersin Çavus, Steffen E. Petersen, Sergio Escalera, Santi Seguí, José F. Rodríguez Palomares, Karim Lekadir
2021	J	`jnl`	Multi-Modality Cardiac Image Analysis with Deep Learning. CoRR Lei Li, Fuping Wu, Sihang Wang, Xiahai Zhuang
2021	—	`conf`	Multi-modality Cardiac Segmentation via Mixing Domains for Unsupervised Adaptation. STACOM@MICCAI Fuping Wu, Lei Li, Xiahai Zhuang
2021	—	`conf`	Right Ventricular Segmentation from Short- and Long-Axis MRIs via Information Transition. STACOM@MICCAI Lei Li, Wangbin Ding, Liqin Huang, Xiahai Zhuang
2021	J	`jnl`	Right Ventricular Segmentation from Short- and Long-Axis MRIs via Information Transition. CoRR Lei Li, Wangbin Ding, Liqun Huang, Xiahai Zhuang
2021	J	`jnl`	Unsupervised Domain Adaptation With Variational Approximation for Cardiac Segmentation. IEEE Trans. Medical Imaging Fuping Wu, Xiahai Zhuang
2021	J	`jnl`	Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation. CoRR Fuping Wu, Xiahai Zhuang
2021	J	`jnl`	Unsupervised MMRegNet based on Spatially Encoded Gradient Information. CoRR Wangbin Ding, Lei Li, Xiahai Zhuang, Liqin Huang
2021	—	`conf`	Unsupervised Multi-modality Registration Network Based on Spatially Encoded Gradient Information. STACOM@MICCAI Wangbin Ding, Lei Li, Liqin Huang, Xiahai Zhuang
2021	—	`conf`	VSpSR: Explorable Super-Resolution via Variational Sparse Representation. CVPR Workshops Hangqi Zhou, Chao Huang, Shangqi Gao, Xiahai Zhuang
2021	J	`jnl`	VSpSR: Explorable Super-Resolution via Variational Sparse Representation. CoRR Hangqi Zhou, Chao Huang, Shangqi Gao, Xiahai Zhuang
2020	J	`jnl`	A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging. CoRR Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Mengyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nuñez Garcia, Oscar Camara, Nicoló Savioli, Pablo Lamata, Jichao Zhao
2020	—	`conf`	Anatomy Prior Based U-net for Pathology Segmentation with Attention. M&Ms and EMIDEC/STACOM@MICCAI Yuncheng Zhou, Ke Zhang, Xinzhe Luo, Sihan Wang, Xiahai Zhuang
2020	J	`jnl`	Anatomy Prior Based U-net for Pathology Segmentation with Attention. CoRR Yuncheng Zhou, Ke Zhang, Xinzhe Luo, Sihan Wang, Xiahai Zhuang
2020	J	`jnl`	Atrial scar quantification via multi-scale CNN in the graph-cuts framework. Medical Image Anal. Lei Li, Fuping Wu, Guang Yang, Lingchao Xu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Xiahai Zhuang
2020	J	`jnl`	AtrialJSQnet: A New Framework for Joint Segmentation and Quantification of Left Atrium and Scars Incorporating Spatial and Shape Information. CoRR Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang
2020	—	`conf`	Brain Tumor Segmentation Network Using Attention-Based Fusion and Spatial Relationship Constraint. BrainLes@MICCAI (1) Chenyu Liu, Wangbin Ding, Lei Li, Zhen Zhang, Chenhao Pei, Liqin Huang, Xiahai Zhuang
2020	J	`jnl`	Brain Tumor Segmentation Network Using Attention-based Fusion and Spatial Relationship Constraint. CoRR Chenyu Liu, Wangbin Ding, Lei Li, Zhen Zhang, Chenhao Pei, Liqin Huang, Xiahai Zhuang
2020	J	`jnl`	CF Distance: A New Domain Discrepancy Metric and Application to Explicit Domain Adaptation for Cross-Modality Cardiac Image Segmentation. IEEE Trans. Medical Imaging Fuping Wu, Xiahai Zhuang
2020	J	`jnl`	Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge. CoRR Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Víctor M. Campello, Karim Lekadir, Sulaiman Vesal, Nishant Ravikumar, Yashu Liu, Gongning Luo, Jingkun Chen, Hongwei Li, Buntheng Ly, Maxime Sermesant, Holger Roth, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang, Sen Yang, Lei Li
2020	J	`jnl`	Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks. CoRR Wangbin Ding, Lei Li, Xiahai Zhuang, Liqin Huang
2020	—	`conf`	Cross-Modality Multi-atlas Segmentation Using Deep Neural Networks. MICCAI (3) Wangbin Ding, Lei Li, Xiahai Zhuang, Liqin Huang
2020	—	`conf`	Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention. MICCAI (4) Lei Li, Xin Weng, Julia A. Schnabel, Xiahai Zhuang
2020	J	`jnl`	Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention. CoRR Lei Li, Xin Weng, Julia A. Schnabel, Xiahai Zhuang
2020	J	`jnl`	Learning-Based Algorithms for Vessel Tracking: A Review. CoRR Dengqiang Jia, Xiahai Zhuang
2020	—	`conf`	MvMM-RegNet: A New Image Registration Framework Based on Multivariate Mixture Model and Neural Network Estimation. MICCAI (3) Xinzhe Luo, Xiahai Zhuang
2020	J	`jnl`	MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation. CoRR Xinzhe Luo, Xiahai Zhuang
2020	—	`ed.`	Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic Resonance Images - First Challenge, MyoPS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings MyoPS@MICCAI Xiahai Zhuang, Lei Li
2020	—	`conf`	Random Style Transfer Based Domain Generalization Networks Integrating Shape and Spatial Information. M&Ms and EMIDEC/STACOM@MICCAI Lei Li, Veronika A. Zimmer, Wangbin Ding, Fuping Wu, Liqin Huang, Julia A. Schnabel, Xiahai Zhuang
2020	J	`jnl`	Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information. CoRR Lei Li, Veronika A. Zimmer, Wangbin Ding, Fuping Wu, Liqin Huang, Julia A. Schnabel, Xiahai Zhuang
2020	J	`jnl`	Rank-One Network: An Effective Framework for Image Restoration. CoRR Shangqi Gao, Xiahai Zhuang
2020	—	`conf`	Recognition and Standardization of Cardiac MRI Orientation via Multi-tasking Learning and Deep Neural Networks. MyoPS@MICCAI Ke Zhang, Xiahai Zhuang
2020	J	`jnl`	Recognition and standardization of cardiac MRI orientation via multi-tasking learning and deep neural networks. CoRR Ke Zhang, Xiahai Zhuang
2020	J	`jnl`	Robust approximations of low-rank minimization for tensor completion. Neurocomputing Shangqi Gao, Xiahai Zhuang
2020	—	`ed.`	Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges - 10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers STACOM@MICCAI Mihaela Pop, Maxime Sermesant, Oscar Camara, Xiahai Zhuang, Shuo Li, Alistair A. Young, Tommaso Mansi, Avan Suinesiaputra
2019	J	`jnl`	A Fully-Automatic Framework for Parkinson's Disease Diagnosis by Multi-Modality Images. CoRR Jiahang Xu, Fangyang Jiao, Yechong Huang, Xinzhe Luo, Qian Xu, Ling Li, Xueling Liu, Chuantao Zuo, Ping Wu, Xiahai Zhuang
2019	J	`jnl`	Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework. CoRR Lei Li, Fuping Wu, Guang Yang, Lingchao Xu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Xiahai Zhuang
2019	—	`conf`	Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors. MICCAI (2) Qian Yue, Xinzhe Luo, Qing Ye, Lingchao Xu, Xiahai Zhuang
2019	J	`jnl`	Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors. CoRR Qian Yue, Xinzhe Luo, Qing Ye, Lingchao Xu, Xiahai Zhuang
2019	J	`jnl`	Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network. CoRR Yechong Huang, Jiahang Xu, Yuncheng Zhou, Tong Tong, Xiahai Zhuang
2019	J	`jnl`	Directional fast-marching and multi-model strategy to extract coronary artery centerlines. Comput. Biol. Medicine Dengqiang Jia, Xiahai Zhuang
2019	J	`jnl`	Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang
2019	J	`jnl`	Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. Medical Image Anal. Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Guang Yang
2019	—	`conf`	Multi-Scale Deep Neural Networks for Real Image Super-Resolution. CVPR Workshops Shangqi Gao, Xiahai Zhuang
2019	J	`jnl`	Multi-scale deep neural networks for real image super-resolution. CoRR Shangqi Gao, Xiahai Zhuang
2019	J	`jnl`	Multivariate Mixture Model for Myocardial Segmentation Combining Multi-Source Images. IEEE Trans. Pattern Anal. Mach. Intell. Xiahai Zhuang
2019	J	`jnl`	Mutual information neural estimation in CNN-based end-to-end medical image registration. CoRR Yechong Huang, Tao Song, Jieru Zhu, Wenqi Luo, Jiahang Xu, Xiahai Zhuang
2019	J	`jnl`	PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network at Unpaired Cross-Modality Cardiac Segmentation. IEEE Access Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Ben Glocker, Xiahai Zhuang, Pheng-Ann Heng
2018	—	`conf`	Atrial Fibrosis Quantification Based on Maximum Likelihood Estimator of Multivariate Images. MICCAI (4) Fuping Wu, Lei Li, Guang Yang, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Lingchao Xu, Xiahai Zhuang
2018	—	`conf`	Atrial Scar Segmentation via Potential Learning in the Graph-Cut Framework. STACOM@MICCAI Lei Li, Guang Yang, Fuping Wu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jenny Keegan, Lingchao Xu, Xiahai Zhuang
2018	J	`jnl`	Atrial fibrosis quantification based on maximum likelihood estimator of multivariate images. CoRR Fuping Wu, Lei Li, Guang Yang, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Lingchao Xu, Xiahai Zhuang
2018	J	`jnl`	Atrial scars segmentation via potential learning in the graph-cuts framework. CoRR Lei Li, Fuping Wu, Guang Yang, Tom Wong, Raad Mohiaddin, David N. Firmin, Jenny Keegan, Lingchao Xu, Xiahai Zhuang
2018	J	`jnl`	Automatic infection detection based on electronic medical records. BMC Bioinform. Huaixiao Tou, Lu Yao, Zhongyu Wei, Xiahai Zhuang, Bo Zhang
2018	—	`conf`	Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images. MICCAI (4) Zenglin Shi, Guodong Zeng, Le Zhang, Xiahai Zhuang, Lei Li, Guang Yang, Guoyan Zheng
2018	—	`conf`	Left Atrial Segmentation Combining Multi-atlas Whole Heart Labeling and Shape-Based Atlas Selection. STACOM@MICCAI Marta Nuñez Garcia, Xiahai Zhuang, Gerard Sanroma, Lei Li, Lingchao Xu, Constantine Butakoff, Oscar Camara
2018	J	`jnl`	Myocardium segmentation from DE MRI with guided random walks and sparse shape representation. Int. J. Comput. Assist. Radiol. Surg. Jie Liu, Xiahai Zhuang, Hongzhi Xie, Shuyang Zhang, Lixu Gu
2018	J	`jnl`	PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation. CoRR Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Ben Glocker, Xiahai Zhuang, Pheng-Ann Heng
2018	—	`ed.`	Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges - 8th International Workshop, STACOM 2017, Held in Conjunction with MICCAI 2017, Quebec City, Canada, September 10-14, 2017, Revised Selected Papers STACOM@MICCAI Mihaela Pop, Maxime Sermesant, Pierre-Marc Jodoin, Alain Lalande, Xiahai Zhuang, Guang Yang, Alistair A. Young, Olivier Bernard
2017	—	`conf`	A fully automatic deep learning method for atrial scarring segmentation from late gadolinium-enhanced MRI images. ISBI Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Xujiong Ye, Gregory G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
2017	—	`conf`	Differentiation of pre-ablation and post-ablation late gadolinium-enhanced cardiac MRI scans of longstanding persistent atrial fibrillation patients. Computer-Aided Diagnosis Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Lei Li, Xujiong Ye, Gregory G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
2017	J	`jnl`	Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI. CoRR Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Lei Li, Rick Wage, Xujiong Ye, Greg G. Slabaugh, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David N. Firmin
2017	B	`conf`	Multi-atlas propagation based left atrium segmentation coupled with super-voxel based pulmonary veins delineation in late gadolinium-enhanced cardiac MRI. Image Processing Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Lei Li, Xujiong Ye, Greg G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
2017	J	`jnl`	Myocardium Segmentation From DE MRI Using Multicomponent Gaussian Mixture Model and Coupled Level Set. IEEE Trans. Biomed. Eng. Jie Liu, Xiahai Zhuang, Lianming Wu, Dongaolei An, Jianrong Xu, Terry M. Peters, Lixu Gu
2017	—	`conf`	Segmenting Atrial Fibrosis from Late Gadolinium-Enhanced Cardiac MRI by Deep-Learned Features with Stacked Sparse Auto-Encoders. MIUA Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Xujiong Ye, Gregory G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
2016	—	`conf`	A Multi-resolution Multi-model Method for Coronary Centerline Extraction Based on Minimal Path. MIAR Dengqiang Jia, Wenzhe Shi, Daniel Rueckert, Liu Liu, Sébastien Ourselin, Xiahai Zhuang
2016	J	`jnl`	Multi-scale patch and multi-modality atlases for whole heart segmentation of MRI. Medical Image Anal. Xiahai Zhuang, Juan Shen
2016	—	`conf`	Multivariate Mixture Model for Cardiac Segmentation from Multi-Sequence MRI. MICCAI (2) Xiahai Zhuang
2016	J	`jnl`	Multivariate mixture model for myocardium segmentation combining multi-source images. CoRR Xiahai Zhuang
2015	J	`jnl`	Real-time aortic valve segmentation from transesophageal echocardiography sequence. Int. J. Comput. Assist. Radiol. Surg. Junfeng Cai, Xiahai Zhuang, Yuanyuan Nie, Zhe Luo, Lixu Gu
2014	—	`conf`	Coronary centerline extraction based on ostium detection and model-guided directional minimal path. ISBI Liu Liu, Wenzhe Shi, Daniel Rueckert, Mingxing Hu, Sébastien Ourselin, Xiahai Zhuang
2014	—	`conf`	Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation. MICCAI (1) Wenzhe Shi, Herve Lombaert, Wenjia Bai, Christian Ledig, Xiahai Zhuang, Antonio M. Simoes Monteiro de Marvao, Timothy Dawes, Declan P. O'Regan, Daniel Rueckert
2014	—	`conf`	Myocardium segmentation combining T2 and DE MRI using Multi-Component Bivariate Gaussian mixture model. ISBI Jie Liu, Xiahai Zhuang, Jing Liu, Shaoting Zhang, Guotai Wang, Lianming Wu, Jianrong Xu, Lixu Gu
2014	—	`conf`	Robust and efficient 3D registration via depth map-based feature point matching in image-guided neurosurgery. ISBI Jie Yang, Shaoting Zhang, Xiahai Zhuang, Long Jiang, Lixu Gu
2013	B	`conf`	A registration and atlas propagation based framework for automatic whole heart segmentation of CT volumes. Image Processing Xiahai Zhuang, Jingjing Song, Songhua Zhan, Tian Lan, Hui Huang, Mingxing Hu, Sébastien Ourselin, Qiang Li
2013	J	`jnl`	Benchmarking framework for myocardial tracking and deformation algorithms: An open access database. Medical Image Anal. Catalina Tobon-Gomez, Mathieu De Craene, Kristin McLeod, Lennart Tautz, Wenzhe Shi, Anja Hennemuth, Adityo Prakosa, H. Wang, Gerry Carr-White, Stam Kapetanakis, Anja Lutz, Volker Rasche, Tobias Schaeffter, Constantine Butakoff, Ola Friman, Tommaso Mansi, Maxime Sermesant, Xiahai Zhuang, Sébastien Ourselin, Heinz-Otto Peitgen, Xavier Pennec, Reza Razavi, Daniel Rueckert, Alejandro F. Frangi, Kawal S. Rhode
2013	—	`conf`	Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch. MICCAI (3) Wenzhe Shi, Jose Caballero, Christian Ledig, Xiahai Zhuang, Wenjia Bai, Kanwal K. Bhatia, Antonio M. Simoes Monteiro de Marvao, Tim Dawes, Declan P. O'Regan, Daniel Rueckert
2013	B	`conf`	Computation on shape manifold for atlas generation: application to whole heart segmentation of cardiac MRI. Image Processing Xiahai Zhuang, Wenzhe Shi, Haiyan Wang, Daniel Rueckert, Sébastien Ourselin
2013	—	`conf`	Computer-aided scheme for functional index computation of left ventricle in cardiac CTA: segmentation and partitioning of left ventricle. Computer-Aided Diagnosis Hui Huang, Xiahai Zhuang, Yi Shao, Tian Lan, Liu Liu, Qiang Li
2013	B	`conf`	Landmark detection and coupled patch registration for cardiac motion tracking. Image Processing Haiyan Wang, Wenzhe Shi, Xiahai Zhuang, Xianliang Wu, Kai-Pin Tung, Sébastien Ourselin, Philip J. Edwards, Daniel Rueckert
2013	—	`conf`	Model-Guided Directional Minimal Path for Fully Automatic Extraction of Coronary Centerlines from Cardiac CTA. MICCAI (1) Liu Liu, Wenzhe Shi, Daniel Rueckert, Mingxing Hu, Sébastien Ourselin, Xiahai Zhuang
2013	J	`jnl`	Temporal sparse free-form deformations. Medical Image Anal. Wenzhe Shi, Martin Jantsch, Paul Aljabar, Luis Pizarro, Wenjia Bai, Haiyan Wang, Declan P. O'Regan, Xiahai Zhuang, Daniel Rueckert
2013	J	`jnl`	The estimation of patient-specific cardiac diastolic functions from clinical measurements. Medical Image Anal. Jiahe Xi, Pablo Lamata, Steven A. Niederer, Sander Land, Wenzhe Shi, Xiahai Zhuang, Sébastien Ourselin, Simon G. Duckett, Anoop Shetty, C. Aldo Rinaldi, Daniel Rueckert, Reza Razavi, Nic Smith
2012	J	`jnl`	A Comprehensive Cardiac Motion Estimation Framework Using Both Untagged and 3-D Tagged MR Images Based on Nonrigid Registration. IEEE Trans. Medical Imaging Wenzhe Shi, Xiahai Zhuang, Haiyan Wang, Simon G. Duckett, Duy V. N. Luong, Catalina Tobon-Gomez, Kai-Pin Tung, Philip J. Edwards, Kawal S. Rhode, Reza Razavi, Sébastien Ourselin, Daniel Rueckert
2012	—	`conf`	Registration Using Sparse Free-Form Deformations. MICCAI (2) Wenzhe Shi, Xiahai Zhuang, Luis Pizarro, Wenjia Bai, Haiyan Wang, Kai-Pin Tung, Philip J. Edwards, Daniel Rueckert
2011	—	`conf`	A Framework Combining Multi-sequence MRI for Fully Automated Quantitative Analysis of Cardiac Global And Regional Functions. FIMH Xiahai Zhuang, Wenzhe Shi, Simon G. Duckett, Haiyan Wang, Reza Razavi, David J. Hawkes, Daniel Rueckert, Sébastien Ourselin
2011	—	`conf`	A Multi-image Graph Cut Approach for Cardiac Image Segmentation and Uncertainty Estimation. STACOM Wenzhe Shi, Xiahai Zhuang, Robin Wolz, Simon G. Duckett, Kai-Pin Tung, Haiyan Wang, Sébastien Ourselin, Philip J. Edwards, Reza Razavi, Daniel Rueckert
2011	J	`jnl`	A Nonrigid Registration Framework Using Spatially Encoded Mutual Information and Free-Form Deformations. IEEE Trans. Medical Imaging Xiahai Zhuang, Simon R. Arridge, David J. Hawkes, Sébastien Ourselin
2011	—	`conf`	Automatic Cardiac Motion Tracking Using Both Untagged and 3D Tagged MR Images. STACOM Haiyan Wang, Wenzhe Shi, Xiahai Zhuang, Simon G. Duckett, Kai-Pin Tung, Philip J. Edwards, Reza Razavi, Sébastien Ourselin, Daniel Rueckert
2011	—	`conf`	Automatic Segmentation of Different Pathologies from Cardiac Cine MRI Using Registration and Multiple Component EM Estimation. FIMH Wenzhe Shi, Xiahai Zhuang, Haiyan Wang, Simon G. Duckett, Declan P. O'Regan, Philip J. Edwards, Sébastien Ourselin, Daniel Rueckert
2011	B	`conf`	Motion tracking of left ventricle and coronaries in 4D CTA. Image Processing Dong Ping Zhang, Xiahai Zhuang, Sébastien Ourselin, Daniel Rueckert
2010	J	`jnl`	A Registration-Based Propagation Framework for Automatic Whole Heart Segmentation of Cardiac MRI. IEEE Trans. Medical Imaging Xiahai Zhuang, Kawal S. Rhode, Reza Razavi, David J. Hawkes, Sébastien Ourselin
2010	—	`conf`	Registration-based propagation for whole heart segmentation from compounded 3D echocardiography. ISBI Xiahai Zhuang, Cheng Yao, YingLiang Ma, David J. Hawkes, Graeme P. Penney, Sébastien Ourselin
2010	—	`conf`	Spatial Information Encoded Mutual Information for Nonrigid Registration. WBIR Xiahai Zhuang, David J. Hawkes, Sébastien Ourselin
2010	—	`conf`	Whole Heart Segmentation of Cardiac MRI Using Multiple Path Propagation Strategy. MICCAI (1) Xiahai Zhuang, Kelvin K. Leung, Kawal S. Rhode, Reza Razavi, David J. Hawkes, Sébastien Ourselin
2009	—	`conf`	Free-Form Deformations Using Adaptive Control Point Status for Whole Heart MR Segmentation. FIMH Xiahai Zhuang, Kawal S. Rhode, Reza Razavi, David J. Hawkes, Sébastien Ourselin
2009	—	`conf`	Unifying Encoding of Spatial Information in Mutual Information for Nonrigid Registration. IPMI Xiahai Zhuang, David J. Hawkes, Sébastien Ourselin
2008	—	`conf`	An Atlas-Based Segmentation Propagation Framework Using Locally Affine Registration - Application to Automatic Whole Heart Segmentation. MICCAI (2) Xiahai Zhuang, Kawal S. Rhode, Simon R. Arridge, Reza Razavi, Derek L. G. Hill, David J. Hawkes, Sébastien Ourselin
2008	B	`conf`	Robust registration between cardiac MRI images and atlas for segmentation propagation. Image Processing Xiahai Zhuang, David J. Hawkes, William R. Crum, Redha Boubertakh, Sergio Uribe, David Atkinson, Philipp G. Batchelor, Tobias Schaeffter, Reza Razavi, Derek L. G. Hill
2006	—	`conf`	Normal Vector Information Registration and Comparisons with Mutual Information. EMBC Xiahai Zhuang, Lixu Gu
2005	—	`conf`	A Novel Multi-stage 3D Medical Image Segmentation: Methodology and Validation. CIS (1) Jianfeng Xu, Lixu Gu, Xiahai Zhuang, Terry M. Peters
2005	—	`conf`	Medical Image Alignment by Normal Vector Information. CIS (1) Xiahai Zhuang, Lixu Gu, Jianfeng Xu