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Improving Attention through Individualized fNIRS Neurofeedback Training: A Pilot Study

Attention is a particularly important indicator in life, as inattention can lead to many negative consequences. As a non-invasive intervention, real-time neurofeedback training can effectively enhance individuals’ attention adjustment abilities. However, previous studies have neglected to consider d...

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Detalles Bibliográficos
Autores principales: Gu, Yue, Yang, Liu, Chen, He, Liu, Wenzheng, Liang, Zhenhu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312875/
https://www.ncbi.nlm.nih.gov/pubmed/35884668
http://dx.doi.org/10.3390/brainsci12070862
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author Gu, Yue
Yang, Liu
Chen, He
Liu, Wenzheng
Liang, Zhenhu
author_facet Gu, Yue
Yang, Liu
Chen, He
Liu, Wenzheng
Liang, Zhenhu
author_sort Gu, Yue
collection PubMed
description Attention is a particularly important indicator in life, as inattention can lead to many negative consequences. As a non-invasive intervention, real-time neurofeedback training can effectively enhance individuals’ attention adjustment abilities. However, previous studies have neglected to consider differences among individuals. In this study, an individualized neurofeedback training (INT) method based on functional near-infrared spectroscopy (fNIRS) was proposed for attention improvement and compared with non-individualized neurofeedback training (NINT). The neurofeedback channels and thresholds were determined individually for each subject. Then, participants conducted four runs of neurofeedback training. Two attention tests (i.e., AX version of continuous performance task (AX-CPT) and attention network test (ANT)) were used to assess the performance of the neurofeedback training. The length of time that the two groups of participants continuously kept their oxygenated hemoglobin concentration above a threshold showed an increasing trend, and the improvement rate of the INT group was higher than that of the NINT group. The reaction times for both groups showed a downward trend, but the INT group declined more significantly. In the fNIRS data, it was observed that the activation degree of the INT group in the middle and dorsolateral prefrontal areas was higher than that of the NINT group. It is preliminarily proved that the proposed INT method can effectively improve the attention level, and its overall performance is better than that of the NINT method.
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spelling pubmed-93128752022-07-26 Improving Attention through Individualized fNIRS Neurofeedback Training: A Pilot Study Gu, Yue Yang, Liu Chen, He Liu, Wenzheng Liang, Zhenhu Brain Sci Article Attention is a particularly important indicator in life, as inattention can lead to many negative consequences. As a non-invasive intervention, real-time neurofeedback training can effectively enhance individuals’ attention adjustment abilities. However, previous studies have neglected to consider differences among individuals. In this study, an individualized neurofeedback training (INT) method based on functional near-infrared spectroscopy (fNIRS) was proposed for attention improvement and compared with non-individualized neurofeedback training (NINT). The neurofeedback channels and thresholds were determined individually for each subject. Then, participants conducted four runs of neurofeedback training. Two attention tests (i.e., AX version of continuous performance task (AX-CPT) and attention network test (ANT)) were used to assess the performance of the neurofeedback training. The length of time that the two groups of participants continuously kept their oxygenated hemoglobin concentration above a threshold showed an increasing trend, and the improvement rate of the INT group was higher than that of the NINT group. The reaction times for both groups showed a downward trend, but the INT group declined more significantly. In the fNIRS data, it was observed that the activation degree of the INT group in the middle and dorsolateral prefrontal areas was higher than that of the NINT group. It is preliminarily proved that the proposed INT method can effectively improve the attention level, and its overall performance is better than that of the NINT method. MDPI 2022-06-29 /pmc/articles/PMC9312875/ /pubmed/35884668 http://dx.doi.org/10.3390/brainsci12070862 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
Gu, Yue
Yang, Liu
Chen, He
Liu, Wenzheng
Liang, Zhenhu
Improving Attention through Individualized fNIRS Neurofeedback Training: A Pilot Study
title Improving Attention through Individualized fNIRS Neurofeedback Training: A Pilot Study
title_full Improving Attention through Individualized fNIRS Neurofeedback Training: A Pilot Study
title_fullStr Improving Attention through Individualized fNIRS Neurofeedback Training: A Pilot Study
title_full_unstemmed Improving Attention through Individualized fNIRS Neurofeedback Training: A Pilot Study
title_short Improving Attention through Individualized fNIRS Neurofeedback Training: A Pilot Study
title_sort improving attention through individualized fnirs neurofeedback training: a pilot study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312875/
https://www.ncbi.nlm.nih.gov/pubmed/35884668
http://dx.doi.org/10.3390/brainsci12070862
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