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Assessing the role of volumetric brain information in multiple sclerosis progression

Multiple sclerosis is a chronic autoimmune disease that affects the central nervous system. Understanding multiple sclerosis progression and identifying the implicated brain structures is crucial for personalized treatment decisions. Deformation-based morphometry utilizes anatomical magnetic resonan...

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Principais autores: Andy A. Shen, Aidan McLoughlin, Zoe Vernon, Jonathan Lin, Richard A.D. Carano, Peter J. Bickel, Zhuang Song, Haiyan Huang
Formato: Artigo
Idioma:Inglês
Publicado: Elsevier 2025-01-01
Series:Computational and Structural Biotechnology Journal
Assuntos:
Multiple sclerosis
Deformation-based morphometry
Survival analysis
Feature selection
Random forest
Convolutional neural network
Acceso en liña:http://www.sciencedirect.com/science/article/pii/S2001037025001667
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