Search Results - "Xiahai Zhuang"

Disentangle domain features for cross-modality cardiac image segmentation by Pei, Chenhao, Wu, Fuping, Huang, Liqin, Zhuang, Xiahai

“…•Disentangling domain features for cross-modality cardiac image segmentation.•Implementing unsupervised domain adaptation on both feature and image…”
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Diagnosis of Alzheimer's Disease via Multi-Modality 3D Convolutional Neural Network by Huang, Yechong, Xu, Jiahang, Zhou, Yuncheng, Tong, Tong, Zhuang, Xiahai

“…Alzheimer's disease (AD) is one of the most common neurodegenerative diseases. In the last decade, studies on AD diagnosis has attached great significance to…”
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Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge by Zhuang, Xiahai, Li, Lei, Payer, Christian, Štern, Darko, Urschler, Martin, Heinrich, Mattias P., Oster, Julien, Wang, Chunliang, Smedby, Örjan, Bian, Cheng, Yang, Xin, Heng, Pheng-Ann, Mortazi, Aliasghar, Bagci, Ulas, Yang, Guanyu, Sun, Chenchen, Galisot, Gaetan, Ramel, Jean-Yves, Brouard, Thierry, Tong, Qianqian, Si, Weixin, Liao, Xiangyun, Zeng, Guodong, Shi, Zenglin, Zheng, Guoyan, Wang, Chengjia, MacGillivray, Tom, Newby, David, Rhode, Kawal, Ourselin, Sebastien, Mohiaddin, Raad, Keegan, Jennifer, Firmin, David, Yang, Guang

“…•This work presents the methodologies and evaluation results for the WHS algorithms selected from the submissions to the Multi-Modality Whole Heart…”
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PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network at Unpaired Cross-Modality Cardiac Segmentation by Dou, Qi, Ouyang, Cheng, Chen, Cheng, Chen, Hao, Glocker, Ben, Zhuang, Xiahai, Heng, Pheng-Ann

“…Deep convolutional networks have demonstrated state-of-the-art performance on various challenging medical image processing tasks. Leveraging images from…”
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A Registration-Based Propagation Framework for Automatic Whole Heart Segmentation of Cardiac MRI by Xiahai Zhuang, Rhode, Kawal S, Razavi, Reza S, Hawkes, David J, Ourselin, Sebastien

“…Magnetic resonance (MR) imaging has become a routine modality for the determination of patient cardiac morphology. The extraction of this information can be…”
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A Nonrigid Registration Framework Using Spatially Encoded Mutual Information and Free-Form Deformations by Xiahai Zhuang, Arridge, Simon, Hawkes, David J., Ourselin, Sebastien

“…Mutual information (MI) registration including spatial information has been shown to perform better than the traditional MI measures for certain nonrigid…”
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Automatic infection detection based on electronic medical records by Tou, Huaixiao, Yao, Lu, Wei, Zhongyu, Zhuang, Xiahai, Zhang, Bo

“…Making accurate patient care decision, as early as possible, is a constant challenge, especially for physicians in the emergency department. The increasing…”
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Multivariate Mixture Model for Myocardial Segmentation Combining Multi-Source Images by Zhuang, Xiahai

“…The author proposes a method for simultaneous registration and segmentation of multi-source images, using the multivariate mixture model (MvMM) and maximum of…”
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SeRN: A Two-Stage Framework of Registration for Semi-Supervised Learning for Medical Images by Jia, Dengqiang, Luo, Xinzhe, Ding, Wangbin, Huang, Liqin, Zhuang, Xiahai

“…Significant breakthroughs in medical image registration have been achieved using deep neural networks (DNNs). However, DNN-based end-to-end registration…”
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A Comprehensive Cardiac Motion Estimation Framework Using Both Untagged and 3-D Tagged MR Images Based on Nonrigid Registration by Wenzhe Shi, Xiahai Zhuang, Haiyan Wang, Duckett, S., Luong, D. V. N., Tobon-Gomez, C., KaiPin Tung, Edwards, P. J., Rhode, K. S., Razavi, R. S., Ourselin, S., Rueckert, D.

“…In this paper, we present a novel technique based on nonrigid image registration for myocardial motion estimation using both untagged and 3-D tagged MR images…”
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A Fully Automatic Framework for Parkinson's Disease Diagnosis by Multi-Modality Images by Xu, Jiahang, Jiao, Fangyang, Huang, Yechong, Luo, Xinzhe, Xu, Qian, Li, Ling, Liu, Xueling, Zuo, Chuantao, Wu, Ping, Zhuang, Xiahai

“…Parkinson's disease (PD) is a prevalent long-term neurodegenerative disease. Though the criteria of PD diagnosis are relatively well defined, current…”
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Editorial: Radiopharmaceuticals, Imaging Techniques and Clinical Applications in Neurodegenerative Diseases by Zuo, Chuantao, Zhuang, Xiahai, Heckemann, Rolf A., Peng, Fangyu

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Multi-scale patch and multi-modality atlases for whole heart segmentation of MRI by Zhuang, Xiahai, Shen, Juan

“…•Multi-scale patch is proposed for hierarchical local atlas ranking.•A multi-modality multi-atlas scheme is developed for whole heart segmentation.•A…”
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Computer-Aided Classification Framework of Parkinsonian Disorders Using 11C-CFT PET Imaging by Xu, Jiahang, Xu, Qian, Liu, Shihong, Li, Ling, Li, Lei, Yen, Tzu-Chen, Wu, Jianjun, Wang, Jian, Zuo, Chuantao, Wu, Ping, Zhuang, Xiahai

“…Purpose To investigate the usefulness of a novel computer-aided classification framework for the differential diagnosis of parkinsonian disorders (PDs) based…”
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CMRxRecon: A publicly available k-space dataset and benchmark to advance deep learning for cardiac MRI by Wang, Chengyan, Lyu, Jun, Wang, Shuo, Qin, Chen, Guo, Kunyuan, Zhang, Xinyu, Yu, Xiaotong, Li, Yan, Wang, Fanwen, Jin, Jianhua, Shi, Zhang, Xu, Ziqiang, Tian, Yapeng, Hua, Sha, Chen, Zhensen, Liu, Meng, Sun, Mengting, Kuang, Xutong, Wang, Kang, Wang, Haoran, Li, Hao, Chu, Yinghua, Yang, Guang, Bai, Wenjia, Zhuang, Xiahai, Wang, He, Qin, Jing, Qu, Xiaobo

“…Cardiac magnetic resonance imaging (CMR) has emerged as a valuable diagnostic tool for cardiac diseases. However, a significant drawback of CMR is its slow…”
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Unsupervised Domain Adaptation With Variational Approximation for Cardiac Segmentation by Wu, Fuping, Zhuang, Xiahai

“…Unsupervised domain adaptation is useful in medical image segmentation. Particularly, when ground truths of the target images are not available, domain…”
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CF Distance: A New Domain Discrepancy Metric and Application to Explicit Domain Adaptation for Cross-Modality Cardiac Image Segmentation by Wu, Fuping, Zhuang, Xiahai

“…Domain adaptation has great values in unpaired cross-modality image segmentation, where the training images with gold standard segmentation are not available…”
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Minimizing Estimated Risks on Unlabeled Data: A New Formulation for Semi-Supervised Medical Image Segmentation by Wu, Fuping, Zhuang, Xiahai

“…Supervised segmentation can be costly, particularly in applications of biomedical image analysis where large scale manual annotations from experts are…”
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X-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing by Luo, Xinzhe, Zhuang, Xiahai

“…This article presents a generic probabilistic framework for estimating the statistical dependency and finding the anatomical correspondences among an arbitrary…”
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A fully automatic deep learning method for atrial scarring segmentation from late gadolinium-enhanced MRI images by Guang Yang, Xiahai Zhuang, Khan, Habib, Haldar, Shouvik, Nyktari, Eva, Xujiong Ye, Slabaugh, Greg, Wong, Tom, Mohiaddin, Raad, Keegan, Jennifer, Firmin, David

“…Precise and objective segmentation of atrial scarring (SAS) is a prerequisite for quantitative assessment of atrial fibrillation using non-invasive late…”
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