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MR image super-resolution via a variational diffusion model

Author:Wei Jiang  Yang Gao  Hongfu Sun  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0163  

Room Session:714A/B  

Institution :University of Queensland  

MRI reconstruction using DDPM with sparsely sampled k-space as guidance

Author:Wei Jiang  Yang Gao  Hongfu Sun  

Session Type:Oral  

Session Date:Tuesday, 06 June 2023  

Session Name:ML/AI for Acquisition & Reconstruction  

Program Number:0390  

Room Session:713A/B  

Institution :University of Queensland  

MRF-mixer: a self-supervised deep learning MRF framework

Author:Yang Gao  Tianyi Ding  Martijn Cloos  Hongfu Sun  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0954  

Room Session:Power Pitch Theatre 1  

Institution :Central South University  The University of Queensland  

MRF-mixer: a self-supervised deep learning MRF framework

Author:Yang Gao  Tianyi Ding  Martijn Cloos  Hongfu Sun  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: ML/AI Showcase  

Program Number:0954  

Room Session:Power Pitch Theatre 1  

Institution :Central South University  The University of Queensland  

Habitat analysis based on diffusion kurtosis imaging to predict adult-type diffuse gliomas grade

Predicting Adult-type Diffuse Gliomas Grade: A Comparison of Four Radiomics-based Diffusion Prediction Models

The application value of Radiomics combined with clinical features and genomics in predicting glioma survival

Real-time style transfer for quantitative susceptibility mapping using unsupervised learning

Author:Zhuang Xiong  Yang Gao  Hongfu Sun  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2955  

Room Session:Exhibition Halls D/E  

Institution :Central South University  The University of Queensland  

B0 Inhomogeneity Distortion Corrected Image Reconstruction with Deep Learning on An Open Bore MRI-Linac

End-Grounded Dipole RF Element with Extended Coverage and Minimized SAR at 7T MRI