Extracting Robust Biomarkers From Multichannel EEG Time Series Using Nonlinear Dimensionality Reduction Applied to Ordinal Pattern Statistics and Spectral Quantities

In this study, ordinal pattern analysis and classical frequency-based EEG analysis methods are used to differentiate between EEGs of different age groups as well as individuals. As characteristic features, functional connectivity as well as single-channel measures in both the time and frequency doma...

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Detalles Bibliográficos
Autores principales: Kottlarz, Inga, Berg, Sebastian, Toscano-Tejeida, Diana, Steinmann, Iris, Bähr, Mathias, Luther, Stefan, Wilke, Melanie, Parlitz, Ulrich, Schlemmer, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7882607/
https://www.ncbi.nlm.nih.gov/pubmed/33597891
http://dx.doi.org/10.3389/fphys.2020.614565

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7882607/
https://www.ncbi.nlm.nih.gov/pubmed/33597891
http://dx.doi.org/10.3389/fphys.2020.614565

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