Predicting MCI to AD Conversation Using Integrated sMRI and rs-fMRI: Machine Learning and Graph Theory Approach

BACKGROUND: Graph theory and machine learning have been shown to be effective ways of classifying different stages of Alzheimer’s disease (AD). Most previous studies have only focused on inter-subject classification with single-mode neuroimaging data. However, whether this classification can truly r...

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Detalles Bibliográficos
Autores principales: Zhang, Tingting, Liao, Qian, Zhang, Danmei, Zhang, Chao, Yan, Jing, Ngetich, Ronald, Zhang, Junjun, Jin, Zhenlan, Li, Ling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8375594/
https://www.ncbi.nlm.nih.gov/pubmed/34421570
http://dx.doi.org/10.3389/fnagi.2021.688926

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8375594/
https://www.ncbi.nlm.nih.gov/pubmed/34421570
http://dx.doi.org/10.3389/fnagi.2021.688926

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