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Controlling jaw-related motion artifacts in functional near-infrared spectroscopy
BACKGROUND: Functional near-infrared spectroscopy (fNIRS) as a non-invasive optical neuroimaging technique has demonstrated great potential in monitoring cerebral activity. Due to its portability and compatibility with medical implants, fNIRS has seen increasing applications in studying the hearing,...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681683/ https://www.ncbi.nlm.nih.gov/pubmed/36738847 http://dx.doi.org/10.1016/j.jneumeth.2023.109810 |
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author | Zhang, Fan Reid, Adaira Schroeder, Alissa Ding, Lei Yuan, Han |
author_facet | Zhang, Fan Reid, Adaira Schroeder, Alissa Ding, Lei Yuan, Han |
author_sort | Zhang, Fan |
collection | PubMed |
description | BACKGROUND: Functional near-infrared spectroscopy (fNIRS) as a non-invasive optical neuroimaging technique has demonstrated great potential in monitoring cerebral activity. Due to its portability and compatibility with medical implants, fNIRS has seen increasing applications in studying the hearing, language and cognitive functions. However, fNIRS is susceptible to artifacts related to jaw movements, such as teeth clenching, swallowing and speaking, which affect recordings over the temporal, parietal and frontal/prefrontal cortices. NEW METHOD: We investigated two new approaches to control the jaw-related motion artifacts, an individually customized bite bar apparatus and a denoising algorithm namely PCA-GLM based on multi-channel fNIRS recordings from long-separation and short-separation montage. We first recorded data while subjects performed a clenching task, then an auditory task and a resting-state task with and without the bite bar. RESULTS: Our results have shown that jaw clenching can introduce spurious, task-evoked-like responses in fNIRS signals. A bite bar customized for each participant effectively suppressed the movement-related activities in fNIRS, at both task and resting-state conditions. Moreover, the bite bar and the PCA-GLM denoising method are shown to improve auditory responses, by significantly reducing the within-subject standard deviation, increasing the task-related contrast-to-noise ratio, and yielding stronger activations to the auditory stimuli. COMPARISON WITH EXISTING METHOD(S): The current study has demonstrated a novel method to control the jaw-related motion artifacts in fNIRS signals. CONCLUSIONS: Our method will benefit the study of the hearing, language and cognitive functions in normal healthy subjects and patients. |
format | Online Article Text |
id | pubmed-10681683 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
record_format | MEDLINE/PubMed |
spelling | pubmed-106816832023-11-27 Controlling jaw-related motion artifacts in functional near-infrared spectroscopy Zhang, Fan Reid, Adaira Schroeder, Alissa Ding, Lei Yuan, Han J Neurosci Methods Article BACKGROUND: Functional near-infrared spectroscopy (fNIRS) as a non-invasive optical neuroimaging technique has demonstrated great potential in monitoring cerebral activity. Due to its portability and compatibility with medical implants, fNIRS has seen increasing applications in studying the hearing, language and cognitive functions. However, fNIRS is susceptible to artifacts related to jaw movements, such as teeth clenching, swallowing and speaking, which affect recordings over the temporal, parietal and frontal/prefrontal cortices. NEW METHOD: We investigated two new approaches to control the jaw-related motion artifacts, an individually customized bite bar apparatus and a denoising algorithm namely PCA-GLM based on multi-channel fNIRS recordings from long-separation and short-separation montage. We first recorded data while subjects performed a clenching task, then an auditory task and a resting-state task with and without the bite bar. RESULTS: Our results have shown that jaw clenching can introduce spurious, task-evoked-like responses in fNIRS signals. A bite bar customized for each participant effectively suppressed the movement-related activities in fNIRS, at both task and resting-state conditions. Moreover, the bite bar and the PCA-GLM denoising method are shown to improve auditory responses, by significantly reducing the within-subject standard deviation, increasing the task-related contrast-to-noise ratio, and yielding stronger activations to the auditory stimuli. COMPARISON WITH EXISTING METHOD(S): The current study has demonstrated a novel method to control the jaw-related motion artifacts in fNIRS signals. CONCLUSIONS: Our method will benefit the study of the hearing, language and cognitive functions in normal healthy subjects and patients. 2023-03-15 2023-02-02 /pmc/articles/PMC10681683/ /pubmed/36738847 http://dx.doi.org/10.1016/j.jneumeth.2023.109810 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ). |
spellingShingle | Article Zhang, Fan Reid, Adaira Schroeder, Alissa Ding, Lei Yuan, Han Controlling jaw-related motion artifacts in functional near-infrared spectroscopy |
title | Controlling jaw-related motion artifacts in functional near-infrared spectroscopy |
title_full | Controlling jaw-related motion artifacts in functional near-infrared spectroscopy |
title_fullStr | Controlling jaw-related motion artifacts in functional near-infrared spectroscopy |
title_full_unstemmed | Controlling jaw-related motion artifacts in functional near-infrared spectroscopy |
title_short | Controlling jaw-related motion artifacts in functional near-infrared spectroscopy |
title_sort | controlling jaw-related motion artifacts in functional near-infrared spectroscopy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681683/ https://www.ncbi.nlm.nih.gov/pubmed/36738847 http://dx.doi.org/10.1016/j.jneumeth.2023.109810 |
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