Professor | Guan Yue | Asia Growth Partners

Name

Guan Yue

Contact Information

guanyue@sjtu.edu.cn

Language ability

Chinese, English

Province

Shanghai

University/Lab Affiliation and Title	Shanghai Jiao Tong University
Faculty	Biomedical Engineering
Academic Background & Achievements	2009-2013 Bachelor: Nanjing University 2013-2018 PhD: Nanjing University Hosted National Natural Science Youth Fund
Work Experience	2018-Present - Shanghai Jiao Tong University - Assistant Researcher
Awards	W. S. Moore Award at ISMRM ISMRM Oral or Power Pitch presentations multiple times

University/Lab Affiliation and Title

Shanghai Jiao Tong University

Faculty

Biomedical Engineering

Academic Background & Achievements

Work Experience

Awards

Areas of Focus	High-resolution rapid magnetic resonance imaging Deep learning and multimodal brain image intelligent analysis and processing
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

Areas of Focus

High-resolution rapid magnetic resonance imaging
Deep learning and multimodal brain image intelligent analysis and processing

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

Mri High-Resolution Rapid Imaging Deep Learning Multimodal Brain Imaging Intelligent Analysis Image Processing Neuroimaging Data Integration

Yao Li - Shanghai Jiao Tong University

Hongjiang Wei - Shanghai Jiao Tong University

Zhexing Liu - Southern Medical University

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