Jingyuan Lyu

Orcid: 0000-0002-1873-8869

According to our database1, Jingyuan Lyu authored at least 13 papers between 2013 and 2022.

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Bibliography

2022
Interpretable Dimension Reduction for MRI Channel Suppression.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Virtual Conjugate Coil for Improving KerNL Reconstruction.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning.
CoRR, 2021

Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction.
CoRR, 2021

2020
Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network.
CoRR, 2020

2019
KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction.
IEEE Trans. Medical Imaging, 2019

2017
A Kernel-Based Low-Rank (KLR) Model for Low-Dimensional Manifold Recovery in Highly Accelerated Dynamic MRI.
IEEE Trans. Medical Imaging, 2017

M-MRI: A manifold-based framework to highly accelerated dynamic magnetic resonance imaging.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Accelerating dynamic magnetic resonance imaging by nonlinear sparse coding.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Accelerating MR parameter mapping using nonlinear manifold learning and supervised pre-imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Recovery of parametric manifold from reduced measurements: Application to magnetic resonance parameter mapping.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Dynamic magnetic resonance imaging using compressed sensing with self-learned nonlinear dictionary (NL-D).
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2013
Efficient GRAPPA reconstruction using random projection.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013


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