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Multiparametric Microstructural MRI and Machine Learning Classification Yields High Diagnostic Accuracy in Amyotrophic Lateral Sclerosis: Proof of Concept

The potential of multiparametric quantitative neuroimaging has been extensively discussed as a diagnostic tool in amyotrophic lateral sclerosis (ALS). In the past, the integration of multimodal, quantitative data into a useful diagnostic classifier was a major challenge. With recent advances in the...

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Detalles Bibliográficos
Autores principales: Kocar, Thomas D., Behler, Anna, Ludolph, Albert C., Müller, Hans-Peter, Kassubek, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8637840/
https://www.ncbi.nlm.nih.gov/pubmed/34867726
http://dx.doi.org/10.3389/fneur.2021.745475