An Efficient Combination among sMRI, CSF, Cognitive Score, and <i>APOE ε</i>4 Biomarkers for Classification of AD and MCI Using Extreme Learning Machine

<div>ROC curves for discriminating AD, MCIs, MCIc, and HC (healthy controls). ROC curves are plotted for the five biomarkers separately and for the concatenation of all features (i.e., all five biomarkers measures). (a) ROC curves for AD vs. HC classification, (b) for AD vs. MCI classification, (c) for HC vs. MCI classification, and (d) for MCIs vs. MCIc classification, using two-stage feature selection with ELM classifiers.</div>

Computational Intelligence and Neuroscience

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Figure 4: An Efficient Combination among sMRI, CSF, Cognitive Score, and <i>APOE ε</i>4 Biomarkers for Classification of AD and MCI Using Extreme Learning Machine 

Figure 4 | An Efficient Combination among sMRI, CSF, Cognitive Score, and APOE ε4 Biomarkers for Classification of AD and MCI Using Extreme Learning Machine 