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Reducing the impact of disrupted brain regions in Diffusion Tensor Imaging with inpainting

Author:Zihao Tang  Xinyi Wang  Mariano Cabezas  Lihaowen Zhu  Dongnan Liu  Michael Barnett  Weidong Cai  Chenyu Wang  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:Data Analysis & Processing  

Program Number:0075  

Room Session:718B  

Institution :University of Sydney  Sydney Neuroimaging Analysis Centre  

FOD-Net 2.0: End-to-end FOD enhancement for low angular diffusion acquisitions using deep learning

Author:Xinyi Wang  Zihao Tang  Mariano Cabezas  Arkiev D’Souza  Fernando Calamante  Dongnan Liu  Michael Barnett  Sicong Tu  Weidong Cai  Chenyu Wang  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0952  

Room Session:Power Pitch Theatre 1  

Institution :University of Sydney  

FOD-Net 2.0: End-to-end FOD enhancement for low angular diffusion acquisitions using deep learning

Author:Xinyi Wang  Zihao Tang  Mariano Cabezas  Arkiev D’Souza  Fernando Calamante  Dongnan Liu  Michael Barnett  Sicong Tu  Weidong Cai  Chenyu Wang  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: ML/AI Showcase  

Program Number:0952  

Room Session:Power Pitch Theatre 1  

Institution :University of Sydney  

A novel federated learning framework for accurate and secure multi-center MS lesion segmentation

Author:Dongnan Liu  Mariano Cabezas  Dongang Wang  Zihao Tang  Geng Zhan  Kain Kyle  Linda Ly  James Yu  Chun-Chien Shieh  Ryan Sullivan  Fernando Calamante  Michael Barnett  Wanli Ouyang  Weidong Cai  Chenyu Wang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4353  

Room Session:Exhibition Halls D/E  

Institution :University of Sydney  Sydney Neuroimaging Analysis Centre