Identifying aMCI with functional connectivity network characteristics based on subtle AAL atlas

Article ID	Journal	Published Year	Pages	File Type
8839680	Brain Research	2018	29 Pages	PDF

Abstract

More subtle functional connectivity alterations of aMCI could be found based on AAL_1024 atlas than those based on AAL_90 atlas. Besides, the identification of aMCI could also be improved.

Keywords

AVLT aMCI MMSE GCE AAL MoCA PSW CDR ANN Naïve Bayes Functional connectivity Montreal Cognitive Assessment automated anatomical labeling Alzheimer’s disease Linear discriminate analysis LDA auditory verbal learning test Random forest Animal Artificial Neural Network SVM Support vector machine Mini-Mental State Examination Clinical Dementia Rating Scale Network parameters normal controls