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Table 4 The average accuracy of the methods in the AD and HC classification

From: An intelligent Alzheimer’s disease diagnosis method using unsupervised feature learning

Images

Ref. [19]

Proposed method

MRI

0.882 ± 0.019

0.901 ± 0.020

PET

0.850 ± 0.018

0.872 ± 0.023

CSF

0.801 ± 0.012

0.819 ± 0.021

CONCAT

0.935 ± 0.012

0.953 ± 0.017

MK-SVM

0.979 ± 0.007

0.983 ± 0.009