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Asymmetry-Aware Pretraining: A Path to Universal Brain MRI Analysis Model

Author:Yang Ma  Dongang Wang  Peilin Liu  Michael Barnett  Weidong Cai  Chenyu Wang  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Enhanced Processing in the Brain  

Program Number:4520  

Room Session:Exhibition Hall (Hall 403)  

Institution:Brain and Mind Centre, University of Sydney  University of Sydney  Sydney Neuroimaging Analysis Centre  Royal Prince Alfred Hospital  

Deep Learning-Driven Enhancement of Fibre Orientation Distribution: Effect of Choice of Gradient Direction Number

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

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Diffusion Tractography  

Program Number:2165  

Room Session:Exhibition Hall (Hall 403)  

Institution:The University of Sydney  

Understanding the Trustworthiness of Saliency Maps for Biomarker Research in 3D Medical Imaging Classification

Author:Yixiong Shi  Chenyu Wang  Dongnan Liu  Weidong Cai  Mariano Cabezas  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Seeking Reliability & Interpretability in Deep MRI  

Program Number:2224  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of Sydney