GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology

GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology

Introduction: During the last decade, a multitude of novel quantitative and semiquantitative MRI techniques have provided new information about the pathophysiology of neurological diseases. Yet, selection of the most relevant contrasts for a given pathology remains challenging. In this work, we deve...

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Bibliographic Details
Main Authors: Po-Jui Lu, Youngjin Yoo, Reza Rahmanzadeh, Riccardo Galbusera, Matthias Weigel, Pascal Ceccaldi, Thanh D. Nguyen, Pascal Spincemaille, Yi Wang, Alessandro Daducci, Francesco La Rosa, Meritxell Bach Cuadra, Robin Sandkühler, Kambiz Nael, Amish Doshi, Zahi A. Fayad, Jens Kuhle, Ludwig Kappos, Benjamin Odry, Philippe Cattin, Eli Gibson, Cristina Granziera
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:NeuroImage: Clinical
Subjects:
Deep learning
Attention mechanism
Relative importance order
Stroke
Multiple sclerosis
Quantitative MRI
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158220303594

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http://www.sciencedirect.com/science/article/pii/S2213158220303594

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