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Model-based Synthetic Data-driven Learning (MOST-DL): Application in Single-shot T2 Mapping with Severe Head Motion Using Overlapping-echo Acquisition


Jul 30, 2021
Qinqin Yang, Jiechao Wang, Jianfeng Bao, Xiaoyin Wang, Lingceng Ma, Qizhi Yang, Shuhui Cai, Hongjian He, Congbo Cai, Jiyang Dong, Zhong Chen, Jianhui Zhong

* 12 pages, 12 figures 

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Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning


May 20, 2021
Xiaolin Chen, Shuai Zhou, Kai Yang, Hao Fan, Zejin Feng, Zhong Chen, Hu Wang, Yongji Wang

* 9 pages, 10 figures 

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Accelerated Nuclear Magnetic Resonance Spectroscopy with Deep Learning


May 14, 2019
Xiaobo Qu, Yihui Huang, Hengfa Lu, Tianyu Qiu, Di Guo, Tatiana Agback, Vladislav Orekhov, Zhong Chen

* 23 pages, 23 figures, 3 tables 

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High Efficient Reconstruction of Single-shot T2 Mapping from OverLapping-Echo Detachment Planar Imaging Based on Deep Residual Network


Aug 17, 2017
Congbo Cai, Yiqing Zeng, Chao Wang, Shuhui Cai, Jun Zhang, Zhong Chen, Xinghao Ding, Jianhui Zhong

* 18 pages, 7 figures 

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Hankel Matrix Nuclear Norm Regularized Tensor Completion for $N$-dimensional Exponential Signals


Mar 31, 2017
Jiaxi Ying, Hengfa Lu, Qingtao Wei, Jian-Feng Cai, Di Guo, Jihui Wu, Zhong Chen, Xiaobo Qu

* 15 pages, 12 figures 

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Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction


Nov 20, 2015
Zhifang Zhan, Jian-Feng Cai, Di Guo, Yunsong Liu, Zhong Chen, Xiaobo Qu

* 13 pages, 15 figures, 5 tables 

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Projected Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging


Oct 03, 2015
Yunsong Liu, Zhifang Zhan, Jian-Feng Cai, Di Guo, Zhong Chen, Xiaobo Qu

* 10 pages, 10 figures 

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Spread spectrum compressed sensing MRI using chirp radio frequency pulses


Jan 23, 2013
Xiaobo Qu, Ying Chen, Xiaoxing Zhuang, Zhiyu Yan, Di Guo, Zhong Chen

* 4 pages, 4 figures 

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