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Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex
Due to its high temporal resolution and non-invasive nature, electroencephalography (EEG) is considered a method of great value for the field of auditory cognitive neuroscience. In performing source space analyses, localization accuracy poses a bottleneck, which precise forward models based on indiv...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9606706/ https://www.ncbi.nlm.nih.gov/pubmed/36313125 http://dx.doi.org/10.3389/fninf.2022.970372 |
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author | Ignatiadis, Karolina Barumerli, Roberto Tóth, Brigitta Baumgartner, Robert |
author_facet | Ignatiadis, Karolina Barumerli, Roberto Tóth, Brigitta Baumgartner, Robert |
author_sort | Ignatiadis, Karolina |
collection | PubMed |
description | Due to its high temporal resolution and non-invasive nature, electroencephalography (EEG) is considered a method of great value for the field of auditory cognitive neuroscience. In performing source space analyses, localization accuracy poses a bottleneck, which precise forward models based on individualized attributes such as subject anatomy or electrode locations aim to overcome. Yet acquiring anatomical images or localizing EEG electrodes requires significant additional funds and processing time, making it an oftentimes inaccessible asset. Neuroscientific software offers template solutions, on which analyses can be based. For localizing the source of auditory evoked responses, we here compared the results of employing such template anatomies and electrode positions versus the subject-specific ones, as well as combinations of the two. All considered cases represented approaches commonly used in electrophysiological studies. We considered differences between two commonly used inverse solutions (dSPM, sLORETA) and targeted the primary auditory cortex; a notoriously small cortical region that is located within the lateral sulcus, thus particularly prone to errors in localization. Through systematical comparison of early evoked component metrics and spatial leakage, we assessed how the individualization steps impacted the analyses outcomes. Both electrode locations as well as subject anatomies were found to have an effect, which though varied based on the configuration considered. When comparing the inverse solutions, we moreover found that dSPM more consistently benefited from individualization of subject morphologies compared to sLORETA, suggesting it to be the better choice for auditory cortex localization. |
format | Online Article Text |
id | pubmed-9606706 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96067062022-10-28 Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex Ignatiadis, Karolina Barumerli, Roberto Tóth, Brigitta Baumgartner, Robert Front Neuroinform Neuroscience Due to its high temporal resolution and non-invasive nature, electroencephalography (EEG) is considered a method of great value for the field of auditory cognitive neuroscience. In performing source space analyses, localization accuracy poses a bottleneck, which precise forward models based on individualized attributes such as subject anatomy or electrode locations aim to overcome. Yet acquiring anatomical images or localizing EEG electrodes requires significant additional funds and processing time, making it an oftentimes inaccessible asset. Neuroscientific software offers template solutions, on which analyses can be based. For localizing the source of auditory evoked responses, we here compared the results of employing such template anatomies and electrode positions versus the subject-specific ones, as well as combinations of the two. All considered cases represented approaches commonly used in electrophysiological studies. We considered differences between two commonly used inverse solutions (dSPM, sLORETA) and targeted the primary auditory cortex; a notoriously small cortical region that is located within the lateral sulcus, thus particularly prone to errors in localization. Through systematical comparison of early evoked component metrics and spatial leakage, we assessed how the individualization steps impacted the analyses outcomes. Both electrode locations as well as subject anatomies were found to have an effect, which though varied based on the configuration considered. When comparing the inverse solutions, we moreover found that dSPM more consistently benefited from individualization of subject morphologies compared to sLORETA, suggesting it to be the better choice for auditory cortex localization. Frontiers Media S.A. 2022-10-13 /pmc/articles/PMC9606706/ /pubmed/36313125 http://dx.doi.org/10.3389/fninf.2022.970372 Text en Copyright © 2022 Ignatiadis, Barumerli, Tóth and Baumgartner. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Ignatiadis, Karolina Barumerli, Roberto Tóth, Brigitta Baumgartner, Robert Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex |
title | Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex |
title_full | Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex |
title_fullStr | Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex |
title_full_unstemmed | Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex |
title_short | Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex |
title_sort | effects of individualized brain anatomies and eeg electrode positions on inferred activity of the primary auditory cortex |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9606706/ https://www.ncbi.nlm.nih.gov/pubmed/36313125 http://dx.doi.org/10.3389/fninf.2022.970372 |
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