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Adaptive Multi-contrast MR Image Denoising based on a Residual U-Net using Noise Level Map

Author:Jiahao Hu  Yilong Liu  Zheyuan Yi  Yujiao Zhao  Fei Chen  Ed Wu  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Novel & Multicontrast Approaches  

Session Name:Multicontrast Methods  

Program Number:1243  

Room Session:Concurrent 4  

Institution:Southern University of Science and Technology  The University of Hong Kong  

Deep Learning Image Reconstruction from Incomplete Fast Spin Echo MR Data

Author:Linfang Xiao  Yilong Liu  Yujiao Zhao  Zheyuan Yi  Vick Lau  Alex T.L. Leong  Ed Wu  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction  

Program Number:1963  

Room Session:Concurrent 1  

Institution:Department of Electrical and Electronic Engineering, Southern University of Science and Technology  Laboratory of Biomedical Imaging and Signal Processing, The University of Hong Kong  Department of Electrical and Electronic Engineering, The University of Hong Kong  

Deep Learning Pathology Detection from Extremely Sparse K-Space Data

Author:Linfang Xiao  Yilong Liu  Zheyuan Yi  Yujiao Zhao  Peiheng Zeng  Alex T.L. Leong  Ed Wu  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning for Image Analysis  

Program Number:2410  

Room Session:Concurrent 1  

Institution:Department of Electrical and Electronic Engineering, Southern University of Science and Technology  Laboratory of Biomedical Imaging and Signal Processing, The University of Hong Kong  Department of Electrical and Electronic Engineering, The University of Hong Kong  

Fast Calibrationless Image-space Reconstruction by Structured Low-rank Tensor Estimation of Coil Sensitivity and Spatial Support

Author:Zheyuan Yi  Yujiao Zhao  Yilong Liu  Yang Gao  Mengye Lyu  Fei Chen  Ed Wu  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Constrained & Model-Based Reconstructions  

Session Name:Constrained & Model-Based Reconstructions  

Program Number:0067  

Room Session:Concurrent 1  

Institution:Shenzhen Technology University  Southern University of Science and Technology  The University of Hong Kong  

Multi-Contrast MRI Reconstruction from Single-Channel Uniformly Undersampled Data via Deep Learning

Author:Christopher Man  Linfang Xiao  Yilong Liu  Vick Lau  Zheyuan Yi  Alex T. L. Leong  Ed X. Wu  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning: Multimodal & Multireader Insights  

Program Number:2431  

Room Session:Concurrent 1  

Institution:The University of Hong Kong  Southern University of Science and Technology