Publications By Year

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  • The publication list is automatically generated from bibtex by using bibtex2html.py that I developed.
  • # denotes co-first authors. * denotes corresponding authors.

• Total Citations: 1009 •  H-Index: 15

• TMI (3) • MedIA (1) • NeuroImage (2) • HBM (4) • MICCAI (13) • IPMI (2) • CVPR (1) • 

• Sorted by type • 2021 • 2020 • 2018 • 2017 • 2016 • 2015 • 2014 • 2013 • 2012 • 2011 • 2010 • 2009 • 2008 • 

2021

  1. 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), 2021.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

2020

  1. 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.

  2. 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.

  3. 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.

  4. Ziyang Liu#, Jian Cheng#, Haogang Zhu, Jicong Zhang, Tao Liu,
    "Brain Age Estimation from MRI Using a Two-Stage Cascade Network with Ranking Loss",
    International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'20), pp. 198–207, 2020.

2018

  1. 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.

  2. 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.

  3. 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.

  4. Jian Cheng, Tao Liu, Feng Shi, Ruiliang Bai, Jicong Zhang, Haogang Zhu, Dacheng Tao, Peter J Basser,
    "On Quantifying Local Geometric Structures of Fiber Tracts",
    Medical Image Computing and Computer-Assisted Intervention (MICCAI'18), pp. 392–400, 2018.

2017

  1. 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.

  2. Jian Cheng, Peter J. Basser,
    "Director Field Analysis to Explore Local White Matter Geometric Structure in diffusion MRI",
    International Conference on Information Processing in Medical Imaging (IPMI'17), vol. 10265, pp. 427–439, 2017.

  3. Jian Cheng, Peter J. Basser,
    "Exploring Local White Matter Geometric Structure in diffusion MRI Using Director Field Analysis",
    Scientific Meeting and Exhibition of the ISMRM (ISMRM'17), 2017.

2016

  1. Jian Cheng, Hongtu Zhu,
    "Diffusion Magnetic Resonance Imaging (dMRI)",
    Handbook of Neuroimaging Data Analysis, 2016.

  2. 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.

  3. 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.

2015

  1. 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.

  2. Jian Cheng, Dinggang Shen, Peter J. Basser, Pew-Thian Yap,
    "Joint 6D k-q Space Compressed Sensing for Accelerated High Angular Resolution Diffusion MRI",
    International Conference on Information Processing in Medical Imaging (IPMI'15), vol. 9123, pp. 782–793, 2015.

  3. Jian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser,
    "Tensorial Spherical Polar Fourier diffusion MRI with Optimal Dictionary Learning",
    International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'15), vol. 9349, pp. 174–182, 2015.

  4. Jian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser,
    "Novel single and multiple shell uniform sampling schemes for diffusion MRI using spherical codes",
    International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'15), vol. 9349, pp. 28–36, 2015.

  5. Feng Shi, Jian Cheng, Li Wang, Pew-Thian Yap, Dinggang Shen,
    "Super-Resolution Reconstruction of Diffusion-Weighted Images Using 4D Low-Rank and Total Variation",
    MICCAI workshop on Computational Diffusion MRI (CDMRI'15), pp. 15–25, 2015.

  6. Jian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser,
    "Novel Single and Multiple Shell Gradient Sampling Schemes for Diffusion MRI Using Spherical Codes",
    23rd Scientific Meeting and Exhibition of the ISMRM (ISMRM'15), 2015.

2014

  1. 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.

  2. 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.

  3. Jian Cheng, Dinggang Shen, Pew-Thian Yap,
    "Designing single- and multiple-shell sampling schemes for diffusion MRI using spherical code",
    Medical Image Computing and Computer-Assisted Interventio (MICCAI'14), vol. 8675, pp. 281–288, 2014.

  4. Rui Min, Jian Cheng, True Price, Guorong Wu, Dinggang Shen,
    "Maximum-margin based representation learning from multiple atlases for Alzheimer's disease classification",
    International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'14), vol. 8674, pp. 212–219, 2014.

  5. Feng Shi#, Jian Cheng#, Li Wang, Pew-Thian Yap, Dinggang Shen,
    "Longitudinal guided super-resolution reconstruction of neonatal brain MR images",
    MICCAI Workshop on Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, vol. 8682, pp. 67–76, 2014.

  6. Jian Cheng, Dinggang Shen, Pew-Thian Yap,
    "Joint k-q Space Compressed Sensing for Accelerated Multi-Shell Acquisition and Reconstruction of the diffusion signal and Ensemble Average Propagator",
    ISMRM'14, 2014.

  7. Jian Cheng, Pew-Thian Yap, Dinggang Shen,
    "Single and Multiple Shell Sampling Design in dMRI Using Spherical code and Mixed Integer Linear Programming",
    ISMRM'14, pp. 2558, May, 2014.

2013

  1. Jian Cheng, Tianzi Jiang, Rachid Deriche, Dinggang Shen, Pew-Thian Yap,
    "Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning",
    The 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'13), vol. 8149, pp. 639–646, 2013.

  2. Feng Shi#, Jian Cheng#, Li Wang, Pew-Thian Yap, Dinggang Shen,
    "Low-Rank Total Variation for Image Super-Resolution",
    Medical Image Computing and Computer-Assisted Intervention (MICCAI'13), vol. 8149, pp. 155–162, 2013.

  3. Jian Cheng, Rachid Deriche, Tianzi Jiang, Dinggang Shen, Pew-Thian Yap,
    "Non-Negative Spherical Deconvolution (NNSD) for Fiber Orientation Distribution Function Estimation",
    MICCAI Workshop on Computational Diffusion MRI (CDMRI'13), pp. 81–93, 2013.

  4. Jian Cheng, Rachid Deriche, Tianzi Jiang, Dinggang Shen, Pew-Thian Yap,
    "Non-Local Non-Negative Spherical Deconvolution for Single and Multiple Shell Diffusion MRI",
    HARDI Reconstruction Challenge, International Symposium on Biomedical Imaging (ISBI'13), 2013.

  5. Jian Cheng, Dinggang Shen, Pew-Thian Yap,
    "Non-Negative Spherical Deconvolution for Fiber Orientation Distribution Estimation",
    ISMRM'13, Apr, 2013.

2012

  1. Jian Cheng,
    "Estimation and Processing of Ensemble Average Propagator and Its Features in Diffusion MRI",
    PhD thesis, Université Nice Sophia Antipolis, and Chinese Academy of Sciences, May, 2012.

  2. 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.

  3. Jian Cheng, Tianzi Jiang, Rachid Deriche,
    "Nonnegative Definite EAP and ODF Estimation via a Unified Multi-Shell HARDI Reconstruction",
    Medical Image Computing and Computer-Assisted Intervention (MICCAI'12), vol. 6892, pp. 98–106, 2012.

2011

  1. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,
    "Diffeomorphism Invariant Riemannian Framework for Ensemble Average Propagator Computing",
    Medical Image Computing and Computer-Assisted Intervention (MICCAI'11), vol. 6892, pp. 98–106, 2011.

  2. Jian Cheng, Tianzi Jiang, Rachid Deriche,
    "Theoretical Analysis and Practical Insights on EAP Estimation via a Unified HARDI Framework",
    MICCAI Workshop on Computational Diffusion MRI (CDMRI'11), 2011.

  3. Jian Cheng, Sylvain Merlet, Emmanuel Caruyer, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,
    "Compressive Sensing Ensemble Average Propagator Estimation via L1 Spherical Polar Fourier Imaging",
    MICCAI Workshop on Computational Diffusion MRI (CDMRI'11), pp. 108–118, 2011.

  4. Emmanuel Caruyer, Jian Cheng, Christophe Lenglet, Guillermo Sapiro, Tianzi Jiang, Rachid Deriche,
    "Optimal Design of Multiple Q-shells experiments for Diffusion MRI",
    MICCAI Workshop on Computational Diffusion MRI (CDMRI'11), pp. 45–53, 2011.

  5. Sylvain Merlet, Jian Cheng, Aurobrata Ghosh, Rachid Deriche,
    "Spherical Polar Fourier EAP and ODF Reconstruction via Compressed Sensing in Diffusion MRI",
    IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'11), pp. 365–371, 2011.

  6. Jian Cheng, Sylvain Merlet, Emmanuel Caruyer, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,
    "Compressive Sensing Ensemble Average Propagator Estimation via L1 Spherical Polar Fourier Imaging",
    ISMRM'11, May, 2011.

  7. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,
    "A Riemannian Framework for Ensemble Average Propagator Computing",
    ISMRM'11, 2011.

2010

  1. Jian Cheng, Aurobrata Ghosh, Rachid Deriche, Tianzi Jiang,
    "Model-Free, Regularized, Fast, and Robust Analytical Orientation Distribution Function Estimation",
    Medical Image Computing and Computer-Assisted Intervention (MICCAI'10), vol. 6361, pp. 648–656, sep, 2010.

  2. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,
    "Model-free and Analytical EAP Reconstruction via Spherical Polar Fourier Diffusion MRI",
    Medical Image Computing and Computer-Assisted Intervention (MICCAI'10), vol. 6361, pp. 590–597, sep, 2010.

  3. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,
    "Fast, Model-Free, Analytical ODF Reconstruction from the Q-Space Signal",
    Proceedings of the Sixteenth Annual Meeting of the Organization for Human Brain Mapping (OHBM'10), 2010.

  4. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,
    "Fast, model-free, analytical diffusion PDF profile estimation from the DWI signals",
    Proceedings of the Sixteenth Annual Meeting of the Organization for Human Brain Mapping (OHBM'10), 2010.

  5. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,
    "Riemannian Median and Its Applications for Orientation Distribution Function Computing",
    ISMRM'10, 2010.

2009

  1. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,
    "A Riemannian Framework for Orientation Distribution Function Computing",
    Medical Image Computing and Computer-Assisted Intervention (MICCAI'09), vol. 5761, pp. 911–918, 2009.

  2. Jian Cheng, Feng Shi, Kun Wang, Ming Song, Jiefeng Jiang, Lijuan Xu, Tianzi Jiang,
    "Nonparametric Mean Shift Functional Detection in the Functional Space for Task and Resting-state fMRI",
    Workshop on fMRI data analysis: statistical modeling and detection issues in intra- and inter-subject functional MRI data analysis in conjunction with the MICCAI, 2009.

2008

  1. Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang, Mingliang Zhu, Jian Cheng,
    "Visual tracking via incremental log-Euclidean Riemannian subspace learning",
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR'08), 2008.