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  4. Automated assessment of paramagnetic rim lesions in multiple sclerosis patients with 3T and 7T MP2RAGE
 
conference paper

Automated assessment of paramagnetic rim lesions in multiple sclerosis patients with 3T and 7T MP2RAGE

La Rosa, Francesco  
•
Barquero, Germán
•
Al-Louzi, Omar
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ISMRM committee
May 15, 2021
Proceedings of the 2021 ISMRM & SMRT Annual Meeting & Eshibition. An Online Experience.
The 2021 ISMRM & SMRT Annual Meeting & Eshibition

Paramagnetic rim lesions (PRL) in multiple sclerosis are chronic inflammatory lesions depicted in susceptibility-based MRI where high PRL lesion burden has been associated with a more aggressive disease course. As their visual detection is subjective and time-consuming, a convolutional neural network (RimNet) has recently been developed and applied to 3T susceptibility contrast MR images. In this work, we evaluate a unimodal RimNet architecture based on either the MP2RAGE uniform contrast or the concurrently obtained T1 map at both 3T and 7T. Results show that prediction improves considerably at 7T, suggesting that 7T MP2RAGE might be helpful for automatically identifying PRL.

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Type
conference paper
Author(s)
La Rosa, Francesco  
Barquero, Germán
Al-Louzi, Omar
Maréchal Mortamet, Bénédicte Marie  
Kober, Tobias  
Thiran, Jean-Philippe
Sati, Pascal
Reich, Daniel S.
Maggi, Pietro
Absinta, Martina
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Editors
ISMRM committee
Date Issued

2021-05-15

Publisher

ISMRM

Published in
Proceedings of the 2021 ISMRM & SMRT Annual Meeting & Eshibition. An Online Experience.
Total of pages

4 p.

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LTS5  
Event nameEvent placeEvent date
The 2021 ISMRM & SMRT Annual Meeting & Eshibition

[Online]

15-20 may, 2021

Available on Infoscience
July 20, 2021
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/180164
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