Classifying MCI Subtypes in Community-Dwelling Elderly Using Cross-Sectional and Longitudinal MRI-Based Biomarkers

Classifying MCI Subtypes in Community-Dwelling Elderly Using Cross-Sectional and Longitudinal MRI-Based Biomarkers

Amnestic MCI (aMCI) and non-amnestic MCI (naMCI) are considered to differ in etiology and outcome. Accurately classifying MCI into meaningful subtypes would enable early intervention with targeted treatment. In this study, we employed structural magnetic resonance imaging (MRI) for MCI subtype class...

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Bibliographic Details
Main Authors: Hao Guan, Tao Liu, Jiyang Jiang, Dacheng Tao, Jicong Zhang, Haijun Niu, Wanlin Zhu, Yilong Wang, Jian Cheng, Nicole A. Kochan, Henry Brodaty, Perminder Sachdev, Wei Wen
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-09-01
Series:Frontiers in Aging Neuroscience
Subjects:
mild cognitive impairment
longitudinal data
early diagnosis
MRI
biomarker
feature selection
Online Access:http://journal.frontiersin.org/article/10.3389/fnagi.2017.00309/full

Internet

http://journal.frontiersin.org/article/10.3389/fnagi.2017.00309/full

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