Congyu Liao

25 papers Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
PRIME: Phase reversed interleaved multi-Echo acquisition enables highly accelerated distortion-corrected diffusion MRI.
Medical Image Anal.
Yohan Jun, Qiang Liu, Ting Gong, Jaejin Cho, Shohei Fujita, Xingwang Yong, Congyu Liao, Marianna E. Schmidt, Shahin Nasr, Camilo Jaimes, Michael S. Gee, Susie Yi Huang, Lipeng Ning, Anastasia Yendiki, Yogesh Rathi, Berkin Bilgic
2025 J jnl
An Efficient Algorithm for Spatial-Spectral Partial Volume Compartment Mapping With Applications to Multicomponent Diffusion and Relaxation MRI.
IEEE Trans. Computational Imaging
Yunsong Liu, Debdut Mandal, Congyu Liao, Kawin Setsompop, Justin P. Haldar
2025 J jnl
AutoSamp: Autoencoding k-Space Sampling via Variational Information Maximization for 3D MRI.
IEEE Trans. Medical Imaging
Cagan Alkan, Morteza Mardani, Congyu Liao, Zhitao Li, Shreyas S. Vasanawala, John M. Pauly
2025 — conf
Enhancing Diffusion-Weighted Images (DWI) for Diffusion MRI: Is it Enough without Non-Diffusion-Weighted B=0 Reference?
ISBI
Yinzhe Wu, Jiahao Huang, Fanwen Wang, Mengze Gao, Congyu Liao, Guang Yang, Kawin Setsompop
2025 J jnl
Enhancing Diffusion-Weighted Images (DWI) for Diffusion MRI: Is it Enough without Non-Diffusion-Weighted B=0 Reference?
CoRR
Yinzhe Wu, Jiahao Huang, Fanwen Wang, Mengze Gao, Congyu Liao, Guang Yang, Kawin Setsompop
2025 — conf
Physics-Informed Implicit Neural Representations for Joint B0 Estimation and Echo Planar Imaging.
MICCAI (3)
Wenqi Huang, Nan Wang, Congyu Liao, Yimeng Lin, Mengze Gao, Daniel Rueckert, Kawin Setsompop
2024 J jnl
Artificial Intelligence for Neuro MRI Acquisition: A Review.
CoRR
Hongjia Yang, Guanhua Wang, Ziyu Li, Haoxiang Li, Jialan Zheng, Yuxin Hu, Xiaozhi Cao, Congyu Liao, Huihui Ye, Qiyuan Tian
2024 J jnl
High-fidelity intravoxel incoherent motion parameter mapping using locally low-rank and subspace modeling.
NeuroImage
Alan J. Finkelstein, Congyu Liao, Xiaozhi Cao, Merry Mani, Giovanni Schifitto, Jianhui Zhong
2024 — conf
Highly Accelerated Three-Dimensional Free-Breathing Cardiac T2 Mapping with Modified Low-Rank Modeling of Local K-Space Neighborhoods.
EMBC
Jiaojiao Hu, Jiantai Zhou, Congyu Liao, Yanming Wang, Xiaohan Hao, Bensheng Qiu
2024 J jnl
Polynomial Preconditioners for Regularized Linear Inverse Problems.
SIAM J. Imaging Sci.
Siddharth Srinivasan Iyer, Frank Ong, Xiaozhi Cao, Congyu Liao, Luca Daniel, Jonathan I. Tamir, Kawin Setsompop
2024 J jnl
The Potential of Phase Constraints for Non-Fourier Radiofrequency-Encoded MRI.
IEEE Trans. Computational Imaging
Yunsong Liu, Congyu Liao, Kawin Setsompop, Justin P. Haldar
2023 J jnl
High-fidelity mesoscale in-vivo diffusion MRI through gSlider-BUDA and circular EPI with S-LORAKS reconstruction.
NeuroImage
Congyu Liao, Uten Yarach, Xiaozhi Cao, Siddharth Srinivasan Iyer, Nan Wang, Tae Hyung Kim, Qiyuan Tian, Berkin Bilgic, Adam B. Kerr, Kawin Setsompop
2023 J jnl
SLfRank: Shinnar-Le-Roux Pulse Design With Reduced Energy and Accurate Phase Profiles Using Rank Factorization.
IEEE Trans. Medical Imaging
Frank Ong, Zheng Zhong, Congyu Liao, Michael Lustig, Shreyas S. Vasanawala, John M. Pauly
2023 J jnl
Synergistic Hankel Structured Low-Rank Approximation With Total Variation Regularization for Complex Magnetic Anomaly Detection.
IEEE Trans. Instrum. Meas.
Huan Liu, Xinglin Zhang, Congyu Liao, Haobin Dong, Zheng Liu, Xiangyun Hu
2021 J jnl
SRDTI: Deep learning-based super-resolution for diffusion tensor MRI.
CoRR
Qiyuan Tian, Ziyu Li, Qiuyun Fan, Chanon Ngamsombat, Yuxin Hu, Congyu Liao, Fuyixue Wang, Kawin Setsompop, Jonathan R. Polimeni, Berkin Bilgic, Susie Yi Huang
2021 J jnl
eRAKI: Fast Robust Artificial neural networks for K-space Interpolation (RAKI) with Coil Combination and Joint Reconstruction.
CoRR
Heng Yu, Zijing Dong, Jonathan I. Tamir, Congyu Liao, Kawin Setsompop, Berkin Bilgic
2020 — conf
An Evaluation of Regularization Strategies for Subsampled Single-Shell Diffusion MRI.
ISBI
Yunsong Liu, Congyu Liao, Kawin Setsompop, Justin P. Haldar
2020 J jnl
DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning.
NeuroImage
Qiyuan Tian, Berkin Bilgic, Qiuyun Fan, Congyu Liao, Chanon Ngamsombat, Yuxin Hu, Thomas Witzel, Kawin Setsompop, Jonathan R. Polimeni, Susie Yi Huang
2019 J jnl
Optimal Experiment Design for Magnetic Resonance Fingerprinting: Cramér-Rao Bound Meets Spin Dynamics.
IEEE Trans. Medical Imaging
Bo Zhao, Justin P. Haldar, Congyu Liao, Dan Ma, Yun Jiang, Mark A. Griswold, Kawin Setsompop, Lawrence L. Wald
2019 J jnl
Phase-matched virtual coil reconstruction for highly accelerated diffusion echo-planar imaging.
NeuroImage
Congyu Liao, Mary Kate Manhard, Berkin Bilgic, Qiyuan Tian, Qiuyun Fan, Sohyun Han, Fuyixue Wang, Daniel Joseph Park, Thomas Witzel, Jianhui Zhong, Haifeng Wang, Lawrence L. Wald, Kawin Setsompop
2019 J jnl
Robust Autocalibrated Structured Low-Rank EPI Ghost Correction.
CoRR
Rodrigo A. Lobos, W. Scott Hoge, Ahsan Javed, Congyu Liao, Kawin Setsompop, Krishna S. Nayak, Justin P. Haldar
2018 J jnl
Highly Accelerated Multishot EPI through Synergistic Combination of Machine Learning and Joint Reconstruction.
CoRR
Berkin Bilgic, Itthi Chatnuntawech, Mary Kate Manhard, Qiyuan Tian, Congyu Liao, Stephen F. Cauley, Susie Yi Huang, Jonathan R. Polimeni, Lawrence L. Wald, Kawin Setsompop
2018 J jnl
Squeezed Trajectory Design for Peak RF and Integrated RF Power Reduction in Parallel Transmission MRI.
IEEE Trans. Medical Imaging
Qing Li, Congyu Liao, Huihui Ye, Ying Chen, Xiaozhi Cao, Lisha Yuan, Hongjian He, Jianhui Zhong
2017 J jnl
3D MR fingerprinting with accelerated stack-of-spirals and hybrid sliding-window and GRAPPA reconstruction.
NeuroImage
Congyu Liao, Berkin Bilgic, Mary Kate Manhard, Bo Zhao, Xiaozhi Cao, Jianhui Zhong, Lawrence L. Wald, Kawin Setsompop
2017 J jnl
Uncertainty assessment of gamma-aminobutyric acid concentration of different brain regions in individual and group using residual bootstrap analysis.
Medical Biol. Eng. Comput.
Meng Chen, Congyu Liao, Song Chen, Qiuping Ding, Da-Rong Zhu, Hui Liu, Xu Yan, Jianhui Zhong