In this paper, we proposed a novel method based on independent component analysis (ICA) to analyze structural magnetic resonance imaging(MRI) data of 55 MCI ...
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(PDF) ICA-based classification of MCI vs HC - ResearchGate
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In this paper, we proposed a novel method based on independent component analysis (ICA) to analyze structural magnetic resonance imaging(MRI) data of 55 MCI ...
based on ICA is able to obtain highier classification accuracy of. MCI vs HC than only ICs or clinical measures. I. INTRODUCTION. Alzheimer's disease (AD) is ...
A novel method based on independent component analysis (ICA) to analyze structural magnetic resonance imaging data of 55 MCI subjects and age-matched 69 ...
In conclusion, our study has proven that the proposed ICA-based method may be useful for classifying AD and MCI subjects from normal controls. However, the ...
Missing: HC. | Show results with:HC.
Mar 4, 2024 · Mild cognitive impairment (MCI) is considered a transitional phase between normal aging and AD, and research suggests that, each year, ...
... ICA-based classification of MCI vs HC | Compared to Alzheimer's disease(AD) patients, mild cognitive impairment(MCI) subjects are usually overlooked because ...
NeuroMark was expected to be able to reveal a progressive change from HC to MCI to AD. In study 4, our goal was to verify the classification capability in ...
The experimental results showed that the ICA method coupled with SVM classifier can differentiate AD and MCI patients from HC subjects, although further ...
Nov 9, 2021 · The results reveal higher sensitivity of DTI in differentiating MCI from HC and AD, which displayed stronger correlation with the clinical ...