Perceptual super-resolution in multiple sclerosis MRI

Perceptual super-resolution in multiple sclerosis MRI

IntroductionMagnetic resonance imaging (MRI) is crucial for diagnosing and monitoring of multiple sclerosis (MS) as it is used to assess lesions in the brain and spinal cord. However, in real-world clinical settings, MRI scans are often acquired with thick slices, limiting their utility for automate...

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Bibliographic Details
Main Authors: Diana L. Giraldo, Hamza Khan, Gustavo Pineda, Zhihua Liang, Alfonso Lozano-Castillo, Bart Van Wijmeersch, Henry C. Woodruff, Philippe Lambin, Eduardo Romero, Liesbet M. Peeters, Jan Sijbers
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-10-01
Series:Frontiers in Neuroscience
Subjects:
super-resolution
MRI
multiple sclerosis
lesion segmentation
CNN
fine-tuning
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1473132/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2024.1473132/full

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