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A low-rank representation for unsupervised registration of medical images


May 20, 2021
Dengqiang Jia, Shangqi Gao, Qunlong Chen, Xinzhe Luo, Xiahai Zhuang

* 11 pages, 3 figures 

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Anatomy Prior Based U-net for Pathology Segmentation with Attention


Nov 17, 2020
Yuncheng Zhou, Ke Zhang, Xinzhe Luo, Sihan Wang, Xiahai Zhuang

* 8 pages, 3 figures, to be published in STACOM 2020 (MICCAI Workshop) 

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MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation


Jul 14, 2020
Xinzhe Luo, Xiahai Zhuang

* Accepted for publication at MICCAI 2020; Code is available from https://github.com/xzluo97/MvMM-RegNet 

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Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge


Jun 22, 2020
Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Victor 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

* 14 pages 

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A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging


May 07, 2020
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Elodie Puybareau, Younes Khoudli, Thierry Geraud, 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, Menyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nunez-Garcia, Oscar Camara, Nicolo Savioli, Pablo Lamata, Jichao Zhao


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Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors


Jun 25, 2019
Qian Yue, Xinzhe Luo, Qing Ye, Lingchao Xu, Xiahai Zhuang

* Accepted for publication in MICCAI 2019 

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A Fully-Automatic Framework for Parkinson's Disease Diagnosis by Multi-Modality Images


Feb 26, 2019
Jiahang Xu, Fangyang Jiao, Yechong Huang, Xinzhe Luo, Qian Xu, Ling Li, Xueling Liu, Chuantao Zuo, Ping Wu, Xiahai Zhuang

* 16 pages, 6 figures, 4 tables 

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