Publications By Selected Venues

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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: 1573 •  H-Index: 20

• TMI (4) • MedIA (2) • eLife (1) • NeuroImage (2) • HBM (5) • CC (1) • CVPR (1) • MICCAI (13) • IPMI (2) • 

TMI

  1. Yan Wang, Jian Cheng*, Yixin Chen, Shuai Shao, Lanyun Zhu, Zhenzhou Wu, Tao Liu, Haogang Zhu*,
    "FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation",
    IEEE Transactions on Medical Imaging (TMI), vol. 42, no. 12, pp. 3738–3751, 2023.

  2. 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.

  3. 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.

  4. 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.

MedIA

  1. 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.

  2. 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.

eLife

  1. Guozheng Feng, Yiwen Wang, Weijie Huang, Haojie Chen, Jian Cheng, Ni Shu*,
    "Spatial and temporal pattern of structure–function coupling of human brain connectome with development",
    eLife, vol. 13, pp. RP93325, jun, 2024.

NeuroImage

  1. 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.

  2. 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.

HBM

  1. Yijun Zhou, Jing Jing, Zhe Zhang, Yuesong Pan, Xueli Cai, Wanlin Zhu, Zixiao Li, Chang Liu, Hao Liu, Xia Meng, Jian Cheng, Yilong Wang, Hao Li, Suying Wang, Haijun Niu, Wei Wen, Perminder S Sachdev, Tiemin Wei, Tao Liu*, Yongjun Wang*,
    "Disrupted pattern of rich-club organization in structural brain network from prediabetes to diabetes: A population-based study",
    Human Brain Mapping (HBM), vol. 45, no. 2, pp. e26598, 2024.

  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. 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.

  4. 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.

  5. 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.

CC

  1. 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 (CC), vol. 33, no. 8, pp. 4688–4698, 2023.

CVPR

  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.

MICCAI

  1. 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.

  2. 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.

  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. 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.

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

  11. 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.

  12. 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.

  13. 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.

IPMI

  1. 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.

  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.