Textural analysis and artificial intelligence as decision support tools in the diagnosis of multiple sclerosis – a systematic review

Textural analysis and artificial intelligence as decision support tools in the diagnosis of multiple sclerosis – a systematic review

IntroductionMagnetic resonance imaging (MRI) is conventionally used for the detection and diagnosis of multiple sclerosis (MS), often complemented by lumbar puncture—a highly invasive method—to validate the diagnosis. Additionally, MRI is periodically repeated to monitor disease progression and trea...

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Bibliographic Details
Main Authors: Filip Orzan, Ştefania D. Iancu, Laura Dioşan, Zoltán Bálint
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Neuroscience
Subjects:
multiple sclerosis
MRI
artificial intelligence
computer assisted diagnosis
U-Net
radiomics
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1457420/full
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