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Measurement of Brain Function of Car Driver Using Functional Near-Infrared Spectroscopy (fNIRS)

The aim of this study is to propose a method for analyzing measured signal obtained from functional Near-Infrared Spectroscopy (fNIRS), which is applicable for neuroimaging studies for car drivers. We developed a signal processing method by multiresolution analysis (MRA) based on discrete wavelet tr...

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Detalles Bibliográficos
Autores principales: Tsunashima, Hitoshi, Yanagisawa, Kazuki
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2703809/
https://www.ncbi.nlm.nih.gov/pubmed/19584938
http://dx.doi.org/10.1155/2009/164958
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author Tsunashima, Hitoshi
Yanagisawa, Kazuki
author_facet Tsunashima, Hitoshi
Yanagisawa, Kazuki
author_sort Tsunashima, Hitoshi
collection PubMed
description The aim of this study is to propose a method for analyzing measured signal obtained from functional Near-Infrared Spectroscopy (fNIRS), which is applicable for neuroimaging studies for car drivers. We developed a signal processing method by multiresolution analysis (MRA) based on discrete wavelet transform. Statistical group analysis using Z-score is conducted after the extraction of task-related signal using MRA. Brain activities of subjects with different level of mental calculation are measured by fNIRS and fMRI. Results of mental calculation with nine subjects by using fNIRS and fMRI showed that the proposed methods were effective for the evaluation of brain activities due to the task. Finally, the proposed method is applied for evaluating brain function of car driver with and without adaptive cruise control (ACC) system for demonstrating the effectiveness of the proposed method. The results showed that frontal lobe was less active when the subject drove with ACC.
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spelling pubmed-27038092009-07-07 Measurement of Brain Function of Car Driver Using Functional Near-Infrared Spectroscopy (fNIRS) Tsunashima, Hitoshi Yanagisawa, Kazuki Comput Intell Neurosci Research Article The aim of this study is to propose a method for analyzing measured signal obtained from functional Near-Infrared Spectroscopy (fNIRS), which is applicable for neuroimaging studies for car drivers. We developed a signal processing method by multiresolution analysis (MRA) based on discrete wavelet transform. Statistical group analysis using Z-score is conducted after the extraction of task-related signal using MRA. Brain activities of subjects with different level of mental calculation are measured by fNIRS and fMRI. Results of mental calculation with nine subjects by using fNIRS and fMRI showed that the proposed methods were effective for the evaluation of brain activities due to the task. Finally, the proposed method is applied for evaluating brain function of car driver with and without adaptive cruise control (ACC) system for demonstrating the effectiveness of the proposed method. The results showed that frontal lobe was less active when the subject drove with ACC. Hindawi Publishing Corporation 2009 2009-06-25 /pmc/articles/PMC2703809/ /pubmed/19584938 http://dx.doi.org/10.1155/2009/164958 Text en Copyright © 2009 H. Tsunashima and K. Yanagisawa. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Tsunashima, Hitoshi
Yanagisawa, Kazuki
Measurement of Brain Function of Car Driver Using Functional Near-Infrared Spectroscopy (fNIRS)
title Measurement of Brain Function of Car Driver Using Functional Near-Infrared Spectroscopy (fNIRS)
title_full Measurement of Brain Function of Car Driver Using Functional Near-Infrared Spectroscopy (fNIRS)
title_fullStr Measurement of Brain Function of Car Driver Using Functional Near-Infrared Spectroscopy (fNIRS)
title_full_unstemmed Measurement of Brain Function of Car Driver Using Functional Near-Infrared Spectroscopy (fNIRS)
title_short Measurement of Brain Function of Car Driver Using Functional Near-Infrared Spectroscopy (fNIRS)
title_sort measurement of brain function of car driver using functional near-infrared spectroscopy (fnirs)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2703809/
https://www.ncbi.nlm.nih.gov/pubmed/19584938
http://dx.doi.org/10.1155/2009/164958
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