Jian Cheng

44 papers A* 1Journal 24Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Spherical Harmonics Representation Learning for High-Fidelity and Generalizable Super-Resolution in Diffusion MRI.
IEEE Trans. Biomed. Eng.
Ruoyou Wu, Jian Cheng, Cheng Li, Juan Zou, Wenxin Fan, Xinrui Ma, Hua Guo, Yong Liang, Shanshan Wang
2026 J jnl
Stroke-Aware CycleGAN: Improving Low-Field MRI Image Quality for Accurate Stroke Assessment.
IEEE Trans. Medical Imaging
Yu Zhou, Ziyang Liu, Xuewei Xie, Hao Li, Wanlin Zhu, Zhe Zhang, Yue Suo, Xia Meng, Jian Cheng, Hong Xu, Ning Wang, Yihuai Wang, Chunguang Zhang, Bingshan Xue, Jing Jing, Yongjun Wang, Tao Liu
2025 J jnl
AVP-AP: Self-Supervised Automatic View Positioning in 3D Cardiac CT via Atlas Prompting.
IEEE Trans. Medical Imaging
Xiaolin Fan, Yan Wang, Yingying Zhang, Mingkun Bao, Bosen Jia, Dong Lu, Yifan Gu, Jian Cheng, Haogang Zhu
2025 J jnl
C3R: Category contrastive adaptation and consistency regularization for cross-modality medical image segmentation.
Expert Syst. Appl.
Shaodong Ding, Ziyang Liu, Pan Liu, Wanlin Zhu, Hong Xu, Zixiao Li, Haijun Niu, Jian Cheng, Tao Liu
2025 J jnl
Deep learning-based brain age predicts stroke recurrence in acute ischemic cerebrovascular disease.
npj Digit. Medicine
Hongyu Zhou, Ziyang Liu, Jing Jing, Hongqiu Gu, Lingling Ding, Yingyu Jiang, Hao Liu, Jinxin Zhao, Wanlin Zhu, Yuesong Pan, Yong Jiang, Xia Meng, Xuewei Xie, Zhe Zhang, Jian Cheng, Yubo Fan, Yilong Wang, Xingquan Zhao, Hao Li, Zixiao Li, Tao Liu, Yongjun Wang
2024 J jnl
CT perfusion parameter estimation in stroke using neural network with transformer and physical model priors.
Comput. Biol. Medicine
Luyao Luo, Pan Liu, Wanxing Ye, Fengwei Chen, Yu Liu, Ziyang Liu, Jing Jing, Yunyun Xiong, Wanlin Zhu, Yong Jiang, Jian Cheng, Yongjun Wang, Tao Liu
2024 J jnl
LGNet: Learning local-global EEG representations for cognitive workload classification in simulated flights.
Biomed. Signal Process. Control.
Yuwen Wang, Mingxiu Han, Yudan Peng, Ruoqi Zhao, Dongqiong Fan, Xia Meng, Hong Xu, Haijun Niu, Jian Cheng, Tao Liu
2024 J jnl
Normalizing Flow-Based Distribution Estimation of Pharmacokinetic Parameters in Dynamic Contrast-Enhanced Magnetic Resonance Imaging.
IEEE Trans. Biomed. Eng.
Ke Fang, Zejun Wang, Qi Xia, Yingchao Liu, Bao Wang, Zhaowei Cheng, Jian Cheng, Xinyu Jin, Ruiliang Bai, Lanjuan Li
2023 J jnl
A Deep Learning System to Predict Recurrence and Disability Outcomes in Patients with Transient Ischemic Attack or Ischemic Stroke.
Adv. Intell. Syst.
Jing Jing, Ziyang Liu, Hao Guan, Wanlin Zhu, Zhe Zhang, Xia Meng, Jian Cheng, Yuesong Pan, Yong Jiang, Yilong Wang, Haijun Niu, Xingquan Zhao, Wei Wen, Jinxi Lin, Wei Li, Hao Li, Perminder S. Sachdev, Tao Liu, Zixiao Li, Dacheng Tao, Yongjun Wang
2023 J jnl
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation.
CoRR
Yan Wang, Jian Cheng, Yixin Chen, Shuai Shao, Lanyun Zhu, Zhenzhou Wu, Tao Liu, Haogang Zhu
2023 J jnl
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation.
IEEE Trans. Medical Imaging
Yan Wang, Jian Cheng, Yixin Chen, Shuai Shao, Lanyun Zhu, Zhenzhou Wu, Tao Liu, Haogang Zhu
2023 J jnl
Improving the Quality of Fetal Heart Ultrasound Imaging With Multihead Enhanced Self-Attention and Contrastive Learning.
IEEE J. Biomed. Health Informatics
Yingying Zhang, Haogang Zhu, Jian Cheng, Jingyi Wang, Xiaoyan Gu, Jiancheng Han, Ye Zhang, Ying Zhao, Yihua He, Hongjia Zhang
2023 J jnl
Temporal Action Localization with Enhanced Instant Discriminability.
CoRR
Dingfeng Shi, Qiong Cao, Yujie Zhong, Shan An, Jian Cheng, Haogang Zhu, Dacheng Tao
2022 J jnl
2D probabilistic undersampling pattern optimization for MR image reconstruction.
Medical Image Anal.
Shengke Xue, Zhaowei Cheng, Guangxu Han, Chaoliang Sun, Ke Fang, Yingchao Liu, Jian Cheng, Xinyu Jin, Ruiliang Bai
2021 J jnl
A slower rate of sulcal widening in the brains of the nondemented oldest old.
NeuroImage
Hui Tang, Tao Liu, Hao Liu, Jiyang Jiang, Jian Cheng, Haijun Niu, Shuyu Li, Henry Brodaty, Perminder S. Sachdev, Wei Wen
2021 J jnl
Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss.
IEEE Trans. Medical Imaging
Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu
2021 J jnl
Brain Age Estimation From MRI Using Cascade Networks with Ranking Loss.
CoRR
Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu
2020 — conf
Brain Age Estimation from MRI Using a Two-Stage Cascade Network with Ranking Loss.
MICCAI (7)
Ziyang Liu, Jian Cheng, Haogang Zhu, Jicong Zhang, Tao Liu
2019 J jnl
Longitudinally Guided Super-Resolution of Neonatal Brain Magnetic Resonance Images.
IEEE Trans. Cybern.
Yongqin Zhang, Feng Shi, Jian Cheng, Li Wang, Pew-Thian Yap, Dinggang Shen
2018 J jnl
Director Field Analysis (DFA): Exploring Local White Matter Geometric Structure in Diffusion MRI.
Medical Image Anal.
Jian Cheng, Peter J. Basser
2018 — conf
On Quantifying Local Geometric Structures of Fiber Tracts.
MICCAI (3)
Jian Cheng, Tao Liu, Feng Shi, Ruiliang Bai, Jicong Zhang, Haogang Zhu, Dacheng Tao, Peter J. Basser
2018 J jnl
Single- and Multiple-Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes.
IEEE Trans. Medical Imaging
Jian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser
2017 J jnl
Director Field Analysis (DFA): Exploring Local White Matter Geometric Structure in diffusion MRI.
CoRR
Jian Cheng, Peter J. Basser
2017 — conf
Director Field Analysis to Explore Local White Matter Geometric Structure in Diffusion MRI.
IPMI
Jian Cheng, Peter J. Basser
2017 J jnl
Single- and Multiple-Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes.
CoRR
Jian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser
2015 — conf
Joint 6D k-q Space Compressed Sensing for Accelerated High Angular Resolution Diffusion MRI.
IPMI
Jian Cheng, Dinggang Shen, Peter J. Basser, Pew-Thian Yap
2015 — conf
Novel Single and Multiple Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes.
MICCAI (1)
Jian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser
2015 — conf
Tensorial Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning.
MICCAI (1)
Jian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser
2014 — conf
Designing Single- and Multiple-Shell Sampling Schemes for Diffusion MRI Using Spherical Code.
MICCAI (3)
Jian Cheng, Dinggang Shen, Pew-Thian Yap
2014 — conf
Longitudinal Guided Super-Resolution Reconstruction of Neonatal Brain MR Images.
STIA
Feng Shi, Jian Cheng, Li Wang, Pew-Thian Yap, Dinggang Shen
2014 — conf
Maximum-Margin Based Representation Learning from Multiple Atlases for Alzheimer's Disease Classification.
MICCAI (2)
Rui Min, Jian Cheng, True Price, Guorong Wu, Dinggang Shen
2014 J jnl
Non-Negative Spherical Deconvolution (NNSD) for estimation of fiber Orientation Distribution Function in single-/multi-shell diffusion MRI.
NeuroImage
Jian Cheng, Rachid Deriche, Tianzi Jiang, Dinggang Shen, Pew-Thian Yap
2013 — conf
Low-Rank Total Variation for Image Super-Resolution.
MICCAI (1)
Feng Shi, Jian Cheng, Li Wang, Pew-Thian Yap, Dinggang Shen
2013 — conf
Non-negative Spherical Deconvolution (NNSD) for Fiber Orientation Distribution Function Estimation.
CDMRI/MMBC@MICCAI
Jian Cheng, Rachid Deriche, Tianzi Jiang, Dinggang Shen, Pew-Thian Yap
2013 — conf
Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning.
MICCAI (1)
Jian Cheng, Tianzi Jiang, Rachid Deriche, Dinggang Shen, Pew-Thian Yap
2013 J jnl
Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning.
CoRR
Jian Cheng, Tianzi Jiang, Rachid Deriche, Dinggang Shen, Pew-Thian Yap
2012 — —
Estimation and Processing of Ensemble Average Propagator and Its Features in Diffusion MRI.
Jian Cheng
2012 — conf
Nonnegative Definite EAP and ODF Estimation via a Unified Multi-shell HARDI Reconstruction.
MICCAI (2)
Jian Cheng, Tianzi Jiang, Rachid Deriche
2011 — conf
Diffeomorphism Invariant Riemannian Framework for Ensemble Average Propagator Computing.
MICCAI (2)
Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche
2011 — conf
Spherical Polar Fourier EAP and odf reconstruction via compressed sensing in diffusion mri.
ISBI
Sylvain Merlet, Jian Cheng, Aurobrata Ghosh, Rachid Deriche
2010 — conf
Model-Free and Analytical EAP Reconstruction via Spherical Polar Fourier Diffusion MRI.
MICCAI (1)
Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche
2010 — conf
Model-Free, Regularized, Fast, and Robust Analytical Orientation Distribution Function Estimation.
MICCAI (1)
Jian Cheng, Aurobrata Ghosh, Rachid Deriche, Tianzi Jiang
2009 — conf
A Riemannian Framework for Orientation Distribution Function Computing.
MICCAI (1)
Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche
2008 A* conf
Visual tracking via incremental Log-Euclidean Riemannian subspace learning.
CVPR
Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang, Mingliang Zhu, Jian Cheng