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Automated methodology for optimal selection of minimum electrode subsets for accurate EEG source estimation based on Genetic Algorithm optimization.
Sci Rep. 2022 Jul 2;12(1):11221. doi: 10.1038/s41598-022-15252-0.
Sci Rep. 2022.
PMID: 35780173
Free PMC article.
Multi-objective optimization for EEG channel selection and accurate intruder detection in an EEG-based subject identification system.
Moctezuma LA, Molinas M.
Moctezuma LA, et al.
Sci Rep. 2020 Apr 3;10(1):5850. doi: 10.1038/s41598-020-62712-6.
Sci Rep. 2020.
PMID: 32246122
Free PMC article.
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EEG Channel-Selection Method for Epileptic-Seizure Classification Based on Multi-Objective Optimization.
Moctezuma LA, Molinas M.
Moctezuma LA, et al.
Front Neurosci. 2020 Jun 17;14:593. doi: 10.3389/fnins.2020.00593. eCollection 2020.
Front Neurosci. 2020.
PMID: 32625054
Free PMC article.
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Towards a minimal EEG channel array for a biometric system using resting-state and a genetic algorithm for channel selection.
Moctezuma LA, Molinas M.
Moctezuma LA, et al.
Sci Rep. 2020 Sep 10;10(1):14917. doi: 10.1038/s41598-020-72051-1.
Sci Rep. 2020.
PMID: 32913275
Free PMC article.
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Two-dimensional CNN-based distinction of human emotions from EEG channels selected by multi-objective evolutionary algorithm.
Moctezuma LA, Abe T, Molinas M.
Moctezuma LA, et al.
Sci Rep. 2022 Mar 3;12(1):3523. doi: 10.1038/s41598-022-07517-5.
Sci Rep. 2022.
PMID: 35241745
Free PMC article.
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Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD.
Moctezuma LA, Molinas M.
Moctezuma LA, et al.
J Biomed Res. 2019 Aug 29;34(3):180-190. doi: 10.7555/JBR.33.20190009.
J Biomed Res. 2019.
PMID: 32561698
Free PMC article.
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