Machine learning classification of chronic traumatic brain injury using diffusion tensor imaging and NODDI: A replication and extension study

Individuals with acute and chronic traumatic brain injury (TBI) are associated with unique white matter (WM) structural abnormalities, including fractional anisotropy (FA) differences. Our research group previously used FA as a feature in a linear support vector machine (SVM) pattern classifier, obs...

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Detalles Bibliográficos
Autores principales: Maurer, J. Michael, Harenski, Keith A., Paul, Subhadip, Vergara, Victor M., Stephenson, David D., Gullapalli, Aparna R., Anderson, Nathaniel E., Clarke, Gerard J.B., Nyalakanti, Prashanth K., Harenski, Carla L., Decety, Jean, Mayer, Andrew R., Arciniegas, David B., Calhoun, Vince D., Parrish, Todd B., Kiehl, Kent A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10168530/
https://www.ncbi.nlm.nih.gov/pubmed/37169013
http://dx.doi.org/10.1016/j.ynirp.2023.100157

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