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Advanced Analysis of Diffusion Tensor Imaging Along With Machine Learning Provides New Sensitive Measures of Tissue Pathology and Intra-Lesion Activity in Multiple Sclerosis

Tissue pathology in multiple sclerosis (MS) is highly complex, requiring multi-dimensional analysis. In this study, our goal was to test the feasibility of obtaining high angular resolution diffusion imaging (HARDI) metrics through single-shell modeling of diffusion tensor imaging (DTI) data, and in...

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Detalles Bibliográficos
Autores principales: Oladosu, Olayinka, Liu, Wei-Qiao, Pike, Bruce G., Koch, Marcus, Metz, Luanne M., Zhang, Yunyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8138061/
https://www.ncbi.nlm.nih.gov/pubmed/34025338
http://dx.doi.org/10.3389/fnins.2021.634063