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Assessing the effect of registration and model quality using attention gates for brain-age prediction with convolutional neural networks.

Author:Nicola Dinsdale  Emma Bluemke  Mark Jenkinson  Ana Namburete  

Institution:University of Oxford  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1026  

Room Live Q&A Session:Thursday Parallel 1  

Contrasting brain MRI features in Ab-mediated demyelinating diseases and MS: investigating the pathogenesis of brain damage

Author:Silvia Messina  Romina Mariano  Adriana Roca-Fernandez  Ana Cavey  Rosie Everett  Sandra Reeve  Maria Isabel Leite  Mark Jenkinson  Jacqueline Palace  

Institution:Oxford University Hospital NHS Foundation Trust  University of Oxford  University of Adelaide  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Multiple Sclerosis and Myelin  

Session Name:Multiple Sclerosis/Neuromyelitis Optica & Cognitive Impairment in MS  

Program Number:1368  

Room Live Q&A Session:

Detection of white matter hyperintensities using Triplanar U-Net ensemble network

Author:Vaanathi Sundaresan  Mark Jenkinson  Giovanna Zamboni  Ludovica Griffanti  

Institution:University of Oxford  FMRIB, Wellcome Centre for Integrative Neuroimaging (WIN), Nuffield Department of Clinical Neurosciences, University of Oxford  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1024  

Room Live Q&A Session:Thursday Parallel 1