Weighted Random Support Vector Machine Clusters Analysis of Resting-State fMRI in Mild Cognitive Impairment

The identification of abnormal cognitive decline at an early stage becomes an increasingly significant conundrum to physicians and is of major interest in the studies of mild cognitive impairment (MCI). Support vector machine (SVM) as a high-dimensional pattern classification technique is widely emp...

Full description

Bibliographic Details
Main Authors: Xia-an Bi, Qian Xu, Xianhao Luo, Qi Sun, Zhigang Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Series:Frontiers in Psychiatry
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpsyt.2018.00340/full