Author

Eduardo Giraldo

Universidad Tecnológica de PereiraORCID 0000-0002-6228-2731Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Research Focus:dimensionality reduction· 2 Assay:electronic health records· 2 Approach:statistical model· 2 Approach:optimal transport· 1

Frequent Co-Authors

Andrés Felipe SoleriD· 2 shared Marta MolinasiD· 2 shared Luis Alfredo MoctezumaiD· 1 shared Maximiliano Bueno-LópeziD· 1 shared Pablo A. Muñoz-GutiérreziD· 1 shared

Activity by Year

2020-2022 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersNeuroscience

Andrés Felipe SolerORCID

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2 papers

Recent·Most cited

NeuroscienceScientific ReportsPeer-reviewedJul 2, 2022

Automated methodology for optimal selection of the minimum electrode subset for accurate EEG source estimation based on Genetic Algorithm optimization

Andrés Felipe Soler, Luis Alfredo Moctezuma, Eduardo Giraldo, Marta Molinas

This paper optimizes EEG electrode selection using a genetic algorithm to maintain high localization accuracy with fewer electrodes.

26 citations

electronic health recordsoptimal transport

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NeuroscienceFrontiers in NeurosciencePeer-reviewedFeb 28, 2020

Low-Density EEG for Neural Activity Reconstruction Using Multivariate Empirical Mode Decomposition

Andrés Felipe Soler, Pablo A. Muñoz-Gutiérrez, Maximiliano Bueno-López…·Marta Molinas

This paper improves neural activity reconstruction from low-density EEG using Multivariate Empirical Mode Decomposition (MEMD) and shows significant error reduction in both real and simulated data.

34 citations

electronic health recordsstatistical model

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