Jingyuan Lyu

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 9

Top Topics

Functional Analysis

Nonlinear Manifold Learning

Top Venues

IEEE Trans. Medical Imaging

Publications

Yuchou Chang, Jiming Zhang, Huy Anh Pham, Zhiqiang Li, Jingyuan Lyu
Virtual Conjugate Coil for Improving KerNL Reconstruction. EMBC (2022)
Yuchou Chang, Jiming Zhang, Huy Anh Pham, Jingyuan Lyu, Zhiqiang Li
Interpretable Dimension Reduction for MRI Channel Suppression. EMBC (2022)
Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Qi Liu, Zhongqi Zhang, Yu Ding, Shuheng Zhang, Terrence Chen, Jian Xu, Shanhui Sun
Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction. CoRR (2021)
Eric Z. Chen, Yongquan Ye, Xiao Chen, Jingyuan Lyu, Zhongqi Zhang, Yichen Hu, Terrence Chen, Jian Xu, Shanhui Sun
Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning. CoRR (2021)
Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Yuan Zheng, Terrence Chen, Jian Xu, Shanhui Sun
Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network. CoRR (2020)
Jingyuan Lyu, Ukash Nakarmi, Dong Liang, Jinhua Sheng, Leslie Ying
KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction. IEEE Trans. Medical Imaging 38 (1) (2019)
Ukash Nakarmi, Konstantinos Slavakis, Jingyuan Lyu, Leslie Ying
M-MRI: A manifold-based framework to highly accelerated dynamic magnetic resonance imaging. ISBI (2017)
Ukash Nakarmi, Yanhua Wang, Jingyuan Lyu, Dong Liang, Leslie Ying
A Kernel-Based Low-Rank (KLR) Model for Low-Dimensional Manifold Recovery in Highly Accelerated Dynamic MRI. IEEE Trans. Medical Imaging 36 (11) (2017)
Ukash Nakarmi, Yihang Zhou, Jingyuan Lyu, Konstantinos Slavakis, Leslie Ying
Accelerating dynamic magnetic resonance imaging by nonlinear sparse coding. ISBI (2016)
Yihang Zhou, Chao Shi, Fuquan Ren, Jingyuan Lyu, Dong Liang, Leslie Ying
Accelerating MR parameter mapping using nonlinear manifold learning and supervised pre-imaging. ISBI (2015)
Chao Shi, Yihang Zhou, Yanhua Wang, Jingyuan Lyu, Dong Liang, Leslie Ying
Recovery of parametric manifold from reduced measurements: Application to magnetic resonance parameter mapping. ISBI (2015)
Ukash Nakarmi, Yanhua Wang, Jingyuan Lyu, Leslie Ying
Dynamic magnetic resonance imaging using compressed sensing with self-learned nonlinear dictionary (NL-D). ISBI (2015)
Jingyuan Lyu, Yuchou Chang, Leslie Ying
Efficient GRAPPA reconstruction using random projection. ISBI (2013)