Efficient GRAPPA reconstruction using random projection. - Jingyuan Lyu; Yuchou Chang; Leslie Ying (ISBI, 2013)

Dynamic magnetic resonance imaging using compressed sensing with self-learned nonlinear dictionary (NL-D). - Ukash Nakarmi; Yanhua Wang; Jingyuan Lyu; Leslie Ying (ISBI, 2015)

Recovery of parametric manifold from reduced measurements: Application to magnetic resonance parameter mapping. - Chao Shi; Yihang Zhou; Yanhua Wang; Jingyuan Lyu; Dong Liang 001; Leslie Ying (ISBI, 2015)

Accelerating MR parameter mapping using nonlinear manifold learning and supervised pre-imaging. - Yihang Zhou; Chao Shi; Fuquan Ren; Jingyuan Lyu; Dong Liang 001; Leslie Ying (ISBI, 2015)

Accelerating dynamic magnetic resonance imaging by nonlinear sparse coding. - Ukash Nakarmi; Yihang Zhou; Jingyuan Lyu; Konstantinos Slavakis; Leslie Ying (ISBI, 2016)

M-MRI: A manifold-based framework to highly accelerated dynamic magnetic resonance imaging. - Ukash Nakarmi; Konstantinos Slavakis; Jingyuan Lyu; Leslie Ying (ISBI, 2017)

A Kernel-Based Low-Rank (KLR) Model for Low-Dimensional Manifold Recovery in Highly Accelerated Dynamic MRI. - Ukash Nakarmi; Yanhua Wang; Jingyuan Lyu; Dong Liang 001; Leslie Ying (IEEE Trans. Medical Imaging, 2017)

KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction. - Jingyuan Lyu; Ukash Nakarmi; Dong Liang 001; Jinhua Sheng; Leslie Ying (IEEE Trans. Medical Imaging, 2019)

Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network. - Eric Z. Chen; Xiao Chen 013; Jingyuan Lyu; Yuan Zheng; Terrence Chen; Jian Xu; Shanhui Sun (CoRR, 2020)

Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction. - Eric Z. Chen; Xiao Chen 013; Jingyuan Lyu; Qi Liu; Zhongqi Zhang; Yu Ding; Shuheng Zhang; Terrence Chen; Jian Xu; Shanhui Sun (CoRR, 2021)

Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning. - Eric Z. Chen; Yongquan Ye; Xiao Chen 013; Jingyuan Lyu; Zhongqi Zhang; Yichen Hu; Terrence Chen; Jian Xu; Shanhui Sun (CoRR, 2021)

Virtual Conjugate Coil for Improving KerNL Reconstruction. - Yuchou Chang; Jiming Zhang; Huy Anh Pham; Zhiqiang Li; Jingyuan Lyu (EMBC, 2022)

Interpretable Dimension Reduction for MRI Channel Suppression. - Yuchou Chang; Jiming Zhang; Huy Anh Pham; Jingyuan Lyu; Zhiqiang Li (EMBC, 2022)