Areas of Focus
- 快速高分辨率磁共振成像
- 深度学习及多模态脑影像智能分析与处理
Work Experience
- 2018-至今 - 上海交通大学 - 助理研究员
Academic Background & Achievements
- 2009-2013 学士: 南京大学
- 2013-2018 博士: 南京大学
- 主持国家自然科学青年基金
Publications
- Learning-Assisted Fast Determination of Regularization Parameter in Constrained Image Reconstruction, 管月, 2024
- Subspace Model-Assisted Deep Learning for Improved Image Reconstruction, 管月, 2023
- Model-Assisted Deep Learning-Based Reconstruction: Does the Model Help?, 管月, 2023
- Gd-EOB-DTPA-enhanced MRI radiomic features for predicting histological grade of hepatocellular carcinoma, 管月, 2022
- Predicting the Onset of Ischemic Stroke with Fast High-Resolution 3D MR Spectroscopic Imaging, 管月, 2022
- Integrating subspace learning, manifold learning, and sparsity learning to reconstruct image sequences, 管月, 2022
- Image reconstruction with subspace-assisted deep learning, 管月, 2022
- Learn to Better Regularize in Constrained Reconstruction, 管月, 2021
- Highly Accelerated MPRAGE Imaging of the Brain Incorporating Deep Learning Priors with Subject-Specific Novel Features, 管月, 2020
- Modification and establishment of CT criteria in preoperative assessment of portal venous invasion by hilar cholangiocarcinoma, 管月, 2018
- Whole-Lesion Apparent Diffusion Coefficient-Based Entropy-Related Parameters for Characterizing Cervical Cancers: Initial Findings, 管月, 2016
Awards
- 国际磁共振顶级会议ISMRM年度临床科研领域的最高荣誉W. S. Moore Award
- 多次获得ISMRM口头或Power Pitch展示
