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Shengke Xue#, Zhaowei Cheng#, Guangxu Han, Chaoliang Sun, Ke Fang, Yingchao Liu, Jian Cheng, Xinyu Jin, Ruiliang Bai*, "2D probabilistic undersampling pattern optimization for MR image reconstruction", Medical Image Analysis (MedIA), vol. 77, pp. 102346, 2022.
Haichao Zhao, Wei Wen, Jian Cheng*, Jiyang Jiang, Nicole Kochan, Haijun Niu, Henry Brodaty, Perminder Sachdev, Tao Liu*, "An accelerated degeneration of white matter microstructure and networks in the nondemented old–old", Cerebral Cortex, 09, 2022.
Hua Zhu, Lijun Zuo, Wanlin Zhu, Jing Jing, Zhe Zhang, Lingling Ding, Fengjuan Wang, Jian Cheng, Zhenzhou Wu, Yongjun Wang, Tao Liu*, Zixiao Li*, "The distinct disrupted plasticity in structural and functional network in mild stroke with basal ganglia region infarcts", Brain Imaging and Behavior, pp. 1–21, 2022.
Jing Jing#, Yijun Zhou#, Yuesong Pan#, Xueli Cai#, Wanlin Zhu, Zhe Zhang, Zixiao Li, Chang Liu, Xia Meng, Jian Cheng, Yilong Wang, Hao Li, Zhenzhou Wu, Suying Wang, Haijun Niu, Wei Wen, Tao Liu*, Tiemin Wei*, Yongjun Wang*, Perminder S. Sachdev, "Reduced white matter microstructural integrity in prediabetes and diabetes: A population-based study", eBioMedicine, vol. 82, pp. 104144, 2022.
Jian Cheng#, Ziyang Liu#, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu*, "Brain Age Estimation From MRI Using Cascade Networks with Ranking Loss", IEEE Transactions on Medical Imaging (TMI), vol. 40, no. 12, pp. 3400–3412, 2021.
Haichao Zhao#, Jian Cheng#, Tao Liu*, Jiyang Jiang, Forrest Koch, Perminder S. Sachdev, Peter J. Basser, Wei Wen, for the Alzheimer's Disease Neuroimaging Initiative, "Orientational changes of white matter fibers in Alzheimer's disease and amnestic mild cognitive impairment", Human Brain Mapping (HBM), 2021.
Hui Tang, Tao Liu*, Hao Liu, Jiyang Jiang, Jian Cheng, Haijun Niu, Shuyu Li, Henry Brodaty, Perminder Sachdev, Wei Wen, "A slower rate of sulcal widening in the brains of the nondemented oldest old", NeuroImage, vol. 229, pp. 117740, 2021.
Hao Guan, Chaoyue Wang, Jian Cheng, Jing Jing, Tao Liu*, "A parallel attention-augmented bilinear network for early magnetic resonance imaging-based diagnosis of Alzheimer's disease", Human Brain Mapping (HBM), 2021.
Xinxin Li, Yu Zhao, Jiyang Jiang, Jian Cheng, Wanlin Zhu, Zhenzhou Wu, Jing Jing, Zhe Zhang, Wei Wen, Perminder S. Sachdev, Yongjun Wang, Tao Liu*, Zixiao Li*, "White matter hyperintensities segmentation using an ensemble of neural networks", Human Brain Mapping (HBM), 2021.
Haichao Zhao, Jian Cheng, Jiyang Jiang, Lijun Zuo, Wanlin Zhu, Wei Wen, Perminder Sachdev, Yongjun Wang, Tao Liu*, Zixiao Li*, "Geometric microstructural damage of white matter with functional compensation in post-stroke", Neuropsychologia, pp. 107980, 2021.
Hao Liu, Tao Liu*, Jiyang Jiang, Jian Cheng, Yan Liu, Daqing Li, Chao Dong, Haijun Niu, Shuyu Li, Jicong Zhang, Henry Brodaty, Perminder Sachdev, Wei Wen, "Differential longitudinal changes in structural complexity and volumetric measures in community-dwelling older individuals", Neurobiology of Aging, vol. 91, pp. 26–35, 2020.
Qiongge Li#, Chao Dong#, Tao Liu*, Xiaodan Chen, Alistair Perry, Jiyang Jiang, Jian Cheng, Haijun Niu, Nicole A. Kochan, Henry Brodaty, Perminder S. Sachdev, Wei Wen, "Longitudinal Changes in Whole-Brain Functional Connectivity Strength Patterns and the Relationship With the Global Cognitive Decline in Older Adults", Frontiers in Aging Neuroscience, vol. 12, pp. 71, 2020.
Jing Zhang, Zixiao Li, Xingxing Cao, Lijun Zuo, Wei Wen, Wanlin Zhu, Jiyang Jiang, Jian Cheng, Perminder Sachdev, Tao Liu*, Yongjun Wang*, "Altered Prefrontal--Basal Ganglia Effective Connectivity in Patients With Poststroke Cognitive Impairment", Frontiers in Neurology, vol. 11, 2020.
Jian Cheng*, Peter J. Basser*, "Director Field Analysis (DFA): Exploring Local White Matter Geometric Structure in diffusion MRI", Medical Image Analysis (MedIA), vol. 43, pp. 112–128, 2018.
Jian Cheng*, Dinggang Shen, Pew-Thian Yap*, Peter J. Basser*, "Single- and Multiple-Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes", IEEE Transactions on Medical Imaging (TMI), vol. 37, no. 1, pp. 185–199, 2018.
Yongqin Zhang, Feng Shi, Jian Cheng, Li Wang, Pew-Thian Yap, Dinggang Shen, "Longitudinally Guided Super-Resolution of Neonatal Brain Magnetic Resonance Images", IEEE Transactions on Cybernetics (TCYB), 2018.
Hao Guan, Tao Liu*, Jiyang Jiang, Dacheng Tao, Jicong Zhang, Haijun Niu, Wanlin Zhu, Yilong Wang, Jian Cheng*, Nicole A. Kochan, Henry Brodaty, Perminder Sachdev, Wei Wen, "Classifying MCI subtypes in community-dwelling elderly using cross-sectional and longitudinal MRI-based biomarkers", Frontiers in Aging Neuroscience, vol. 9, pp. 309, 2017.
Ruiliang Bai, Dan Benjamini, Jian Cheng, Peter J. Basser, "Fast, accurate 2D-MR relaxation exchange spectroscopy (REXSY): Beyond compressed sensing", The Journal of Chemical Physics, vol. 145, no. 15, pp. 154202, 2016.
Shangbang Rao, Joseph G. Ibrahim, Jian Cheng, Pew-Thian Yap, Hongtu Zhu*, "SR-HARDI: Spatially Regularizing High Angular Resolution Diffusion Imaging", Journal of Computational and Graphical Statistics, vol. 25, no. 4, pp. 1195–1211, 2016.
Feng Shi#, Jian Cheng#, Li Wang, Pew-Thian Yap, Dinggang Shen*, "LRTV: MR image super-resolution with low-rank and total variation regularizations", IEEE Transactions on Medical Imaging (TMI), vol. 34, no. 12, pp. 2459–2466, 2015.
Jian Cheng*, Rachid Deriche, Tianzi Jiang, Dinggang Shen, Pew-Thian Yap*, "Non-Negative Spherical Deconvolution (NNSD) for estimation of fiber Orientation Distribution Function in single-/multi-shell diffusion MRI", NeuroImage, vol. 101, pp. 750–764, 2014.
Rui Min, Guorong Wu, Jian Cheng, Qian Wang, Dinggang Shen*, "Multi-atlas based representations for Alzheimer's disease diagnosis", Human Brain Mapping (HBM), vol. 35, no. 10, pp. 5052–5070, 2014.
Nianming Zuo, Jian Cheng, Tianzi Jiang*, "Diffusion Magnetic Resonance Imaging for Brainnetome: A Critical Review", Neuroscience Bulletin, vol. 28, no. 4, pp. 375–388, 2012.
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