Predicting Prodromal Alzheimer's Disease in Subjects with Mild Cognitive Impairment Using Machine Learning Classification of Multimodal Multicenter Diffusion-Tensor and Magnetic Resonance Imaging Data.

Background: Alzheimer's disease (AD) patients show early changes in white matter (WM) structural integrity. We studied the use of diffusion tensor imaging (DTI) in assessing WM alterations in the predementia stage of mild cognitive impairment (MCI).Methods: We applied a Support Vector Machine (SVM)...

Full description

Bibliographic Details

Published in:	Journal of Neuroimaging Vol. 25; no. 5; pp. 738 - 748
Main Authors:	Dyrba, Martin, Barkhof, Frederik, Fellgiebel, Andreas, Filippi, Massimo, Hausner, Lucrezia, Hauenstein, Karlheinz, Kirste, Thomas, Teipel, Stefan J
Format:	Journal Article
Published:	Wiley-Blackwell Sep2015
Online Access:	View this record in EBSCOhost