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Determining the Individual Theta Frequency for Associative Memory Targeted Personalized Transcranial Brain Stimulation
Non-invasive brain stimulation (NIBS) methods have gained increased interest in research and therapy of associative memory (AM) and its impairments. However, the one-size-fits-all approach yields inconsistent findings, thus putting forward the need for electroencephalography (EEG)-guided personalize...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9506372/ https://www.ncbi.nlm.nih.gov/pubmed/36143152 http://dx.doi.org/10.3390/jpm12091367 |
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author | Bjekić, Jovana Paunovic, Dunja Živanović, Marko Stanković, Marija Griskova-Bulanova, Inga Filipović, Saša R. |
author_facet | Bjekić, Jovana Paunovic, Dunja Živanović, Marko Stanković, Marija Griskova-Bulanova, Inga Filipović, Saša R. |
author_sort | Bjekić, Jovana |
collection | PubMed |
description | Non-invasive brain stimulation (NIBS) methods have gained increased interest in research and therapy of associative memory (AM) and its impairments. However, the one-size-fits-all approach yields inconsistent findings, thus putting forward the need for electroencephalography (EEG)-guided personalized frequency-modulated NIBS protocols to increase the focality and the effectiveness of the interventions. Still, extraction of individual frequency, especially in the theta band, turned out to be a challenging task. Here we present an approach to extracting the individual theta-band frequency (ITF) from EEG signals recorded during the AM task. The method showed a 93% success rate, good reliability, and the full range of variability of the extracted ITFs. This paper provides a rationale behind the adopted approach and critically evaluates it in comparison to the alternative methods that have been reported in the literature. Finally, we discuss how it could be used as an input parameter for personalized frequency-modulated NIBS approaches—transcranial alternating current stimulation (tACS) and transcranial oscillatory current stimulation (otDCS) directed at AM neuromodulation. |
format | Online Article Text |
id | pubmed-9506372 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95063722022-09-24 Determining the Individual Theta Frequency for Associative Memory Targeted Personalized Transcranial Brain Stimulation Bjekić, Jovana Paunovic, Dunja Živanović, Marko Stanković, Marija Griskova-Bulanova, Inga Filipović, Saša R. J Pers Med Article Non-invasive brain stimulation (NIBS) methods have gained increased interest in research and therapy of associative memory (AM) and its impairments. However, the one-size-fits-all approach yields inconsistent findings, thus putting forward the need for electroencephalography (EEG)-guided personalized frequency-modulated NIBS protocols to increase the focality and the effectiveness of the interventions. Still, extraction of individual frequency, especially in the theta band, turned out to be a challenging task. Here we present an approach to extracting the individual theta-band frequency (ITF) from EEG signals recorded during the AM task. The method showed a 93% success rate, good reliability, and the full range of variability of the extracted ITFs. This paper provides a rationale behind the adopted approach and critically evaluates it in comparison to the alternative methods that have been reported in the literature. Finally, we discuss how it could be used as an input parameter for personalized frequency-modulated NIBS approaches—transcranial alternating current stimulation (tACS) and transcranial oscillatory current stimulation (otDCS) directed at AM neuromodulation. MDPI 2022-08-24 /pmc/articles/PMC9506372/ /pubmed/36143152 http://dx.doi.org/10.3390/jpm12091367 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bjekić, Jovana Paunovic, Dunja Živanović, Marko Stanković, Marija Griskova-Bulanova, Inga Filipović, Saša R. Determining the Individual Theta Frequency for Associative Memory Targeted Personalized Transcranial Brain Stimulation |
title | Determining the Individual Theta Frequency for Associative Memory Targeted Personalized Transcranial Brain Stimulation |
title_full | Determining the Individual Theta Frequency for Associative Memory Targeted Personalized Transcranial Brain Stimulation |
title_fullStr | Determining the Individual Theta Frequency for Associative Memory Targeted Personalized Transcranial Brain Stimulation |
title_full_unstemmed | Determining the Individual Theta Frequency for Associative Memory Targeted Personalized Transcranial Brain Stimulation |
title_short | Determining the Individual Theta Frequency for Associative Memory Targeted Personalized Transcranial Brain Stimulation |
title_sort | determining the individual theta frequency for associative memory targeted personalized transcranial brain stimulation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9506372/ https://www.ncbi.nlm.nih.gov/pubmed/36143152 http://dx.doi.org/10.3390/jpm12091367 |
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