Fluid and White Matter Suppression contrasts MRI improves Deep Learning detection of Multiple Sclerosis Cortical Lesions

Fluid and White Matter Suppression contrasts MRI improves Deep Learning detection of Multiple Sclerosis Cortical Lesions

Purpose:: To investigate the efficacy of Fluid and White Matter Suppression (FLAWS) MRI sequence in improving Deep Learning (DL)-based detection and segmentation of cortical lesions in Multiple Sclerosis (MS) patients even, and to develop models that can generalize to clinical settings where only st...

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Bibliographic Details
Main Authors: Pedro M. Gordaliza, Jannis Müller, Alessandro Cagol, Nataliia Molchanova, Francesco La Rosa, Charidimos Tsagkas, Cristina Granziera, Meritxell Bach Cuadra
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:NeuroImage: Clinical
Subjects:
Cortical Lesions
Assessment
Multiple Sclerosis
Deep Learning
MRI
FLAWS
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158225000889
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http://www.sciencedirect.com/science/article/pii/S2213158225000889

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