Isabel Ocampo

New York

3x Emmy Award winning Journalist with more than 25 years of experience in the NYC area.

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Articles

EEG-Based Functional Connectivity Analysis for Cognitive Impairment Classification

Oct 27, 2023 | mdpi.com | José Molina-Mateo |Isabel Ocampo |Karen Ardila |J. I. Padilla-Buritica

3.3. Classification Model SelectionWe examined the connectivity matrices of both healthy control (HC) and mild cognitive impairment (MCI) subjects, utilizing the weighted Phase Lag Index (wPLI). These distinctive graph matrices were integrated into the text classification process, and we applied three distinct models: Linear Discriminant Analysis (LDA), k-Nearest Neighbors (KNN), and Decision Tree.