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Measuring eye states in functional MRI

BACKGROUND: In many functional magnetic resonance imaging (fMRI) studies, experimental design often depends on the eye state (i.e., whether the participants had their eyes open or closed). Closed eyes during an fMRI is the general convention, particularly when patients are in a resting-state, but th...

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Autores principales: Brodoehl, Stefan, Witte, Otto W., Klingner, Carsten M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4944461/
https://www.ncbi.nlm.nih.gov/pubmed/27411785
http://dx.doi.org/10.1186/s12868-016-0282-7
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author Brodoehl, Stefan
Witte, Otto W.
Klingner, Carsten M.
author_facet Brodoehl, Stefan
Witte, Otto W.
Klingner, Carsten M.
author_sort Brodoehl, Stefan
collection PubMed
description BACKGROUND: In many functional magnetic resonance imaging (fMRI) studies, experimental design often depends on the eye state (i.e., whether the participants had their eyes open or closed). Closed eyes during an fMRI is the general convention, particularly when patients are in a resting-state, but the eye state is difficult to verify. Although knowledge of the impact of the eye state on brain activity is steadily growing, only a few research groups have implemented standardized procedures to monitor eye movements and eye state. These procedures involve advanced methods that are costly (e.g., fMRI-compatible cameras) and often time-consuming (e.g., EEG/EOG). RESULTS: We present a simple method that distinguishes open from closed eyes utilizing functional MR images alone. The utility of this method was demonstrated on fMRI data from 14 healthy subjects who had to open and close their eyes according to a predetermined protocol (3.0 T MRI scanner, EPI sequence with 3 × 3 × 3 mm voxels, TR 2.52 s). CONCLUSION: The method presented herein is capable of extracting the movement direction of the eyes. All described methods are applicable for pre- and post-normalized MR images and are freely available through a MATLAB toolbox.
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spelling pubmed-49444612016-07-15 Measuring eye states in functional MRI Brodoehl, Stefan Witte, Otto W. Klingner, Carsten M. BMC Neurosci Methodology Article BACKGROUND: In many functional magnetic resonance imaging (fMRI) studies, experimental design often depends on the eye state (i.e., whether the participants had their eyes open or closed). Closed eyes during an fMRI is the general convention, particularly when patients are in a resting-state, but the eye state is difficult to verify. Although knowledge of the impact of the eye state on brain activity is steadily growing, only a few research groups have implemented standardized procedures to monitor eye movements and eye state. These procedures involve advanced methods that are costly (e.g., fMRI-compatible cameras) and often time-consuming (e.g., EEG/EOG). RESULTS: We present a simple method that distinguishes open from closed eyes utilizing functional MR images alone. The utility of this method was demonstrated on fMRI data from 14 healthy subjects who had to open and close their eyes according to a predetermined protocol (3.0 T MRI scanner, EPI sequence with 3 × 3 × 3 mm voxels, TR 2.52 s). CONCLUSION: The method presented herein is capable of extracting the movement direction of the eyes. All described methods are applicable for pre- and post-normalized MR images and are freely available through a MATLAB toolbox. BioMed Central 2016-07-13 /pmc/articles/PMC4944461/ /pubmed/27411785 http://dx.doi.org/10.1186/s12868-016-0282-7 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Methodology Article
Brodoehl, Stefan
Witte, Otto W.
Klingner, Carsten M.
Measuring eye states in functional MRI
title Measuring eye states in functional MRI
title_full Measuring eye states in functional MRI
title_fullStr Measuring eye states in functional MRI
title_full_unstemmed Measuring eye states in functional MRI
title_short Measuring eye states in functional MRI
title_sort measuring eye states in functional mri
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4944461/
https://www.ncbi.nlm.nih.gov/pubmed/27411785
http://dx.doi.org/10.1186/s12868-016-0282-7
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