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Comparison of data-driven and physics-informed learning approaches for optimising multi-contrast MRI acquisition protocols

Author:Álvaro Planchuelo-Gómez  Maxime Descoteaux  Santiago Aja-Fernández  Jana Hutter  Derek Jones  Chantal Tax  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Acquisition & Reconstruction I  

Program Number:3701  

Room Session:Exhibition Halls D/E  

Institution :Cardiff University  King's College London  Universidad de Valladolid  Université de Sherbrooke  Utrecht University  

Trading Streamlines in Tractography using Autoencoders (TINTA)

Author:Jon Haitz Legarreta  Laurent Petit  Pierre-Marc Jodoin  Maxime Descoteaux  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4916  

Room Session:Exhibition Halls D/E  

Institution :Université Bordeaux  Université de Sherbrooke  

Assessing the variability of brain diffusion MRI preprocessing pipelines using a Region-of-Interest analysis

Author:Jelle Veraart  Stefan Winzeck  Álvaro Planchuelo-Gómez  Björn Fricke  Evgenios Kornaropoulos  Harri Merisaari  Tomasz Pieciak  Yukai Zou  Maxime Descoteaux  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Diffusion: Methods & Developments  

Program Number:5015  

Room Session:Exhibition Halls D/E  

Institution :Aix-Marseille University  Cardiff University  Imperial college London  NYU Grossman School of Medicine  Universidad de Valladolid  Université de Sherbrooke,  University Hospital Southampton NHS Foundation Trust  University Medical Center Hamburg-Eppendorf