Areas of Focus
- High-resolution rapid magnetic resonance imaging
- Deep learning and multimodal brain image intelligent analysis and processing
Work Experience
- 2018-Present - Shanghai Jiao Tong University - Assistant Researcher
Academic Background & Achievements
- 2009-2013 Bachelor: Nanjing University
- 2013-2018 PhD: Nanjing University
- Hosted National Natural Science Youth Fund
Publications
- Learning-Assisted Fast Determination of Regularization Parameter in Constrained Image Reconstruction, Guan Yue, 2024
- Subspace Model-Assisted Deep Learning for Improved Image Reconstruction, Guan Yue, 2023
- Model-Assisted Deep Learning-Based Reconstruction: Does the Model Help?, Guan Yue, 2023
- Gd-EOB-DTPA-enhanced MRI radiomic features for predicting histological grade of hepatocellular carcinoma, Guan Yue, 2022
- Predicting the Onset of Ischemic Stroke with Fast High-Resolution 3D MR Spectroscopic Imaging, Guan Yue, 2022
- Integrating subspace learning, manifold learning, and sparsity learning to reconstruct image sequences, Guan Yue, 2022
- Image reconstruction with subspace-assisted deep learning, Guan Yue, 2022
- Learn to Better Regularize in Constrained Reconstruction, Guan Yue, 2021
- Highly Accelerated MPRAGE Imaging of the Brain Incorporating Deep Learning Priors with Subject-Specific Novel Features, Guan Yue, 2020
- Modification and establishment of CT criteria in preoperative assessment of portal venous invasion by hilar cholangiocarcinoma, Guan Yue, 2018
- Whole-Lesion Apparent Diffusion Coefficient-Based Entropy-Related Parameters for Characterizing Cervical Cancers: Initial Findings, Guan Yue, 2016
Awards
- W. S. Moore Award at ISMRM
- ISMRM Oral or Power Pitch presentations multiple times
