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Real-time motion monitoring improves functional MRI data quality in infants

Imaging the infant brain with MRI has improved our understanding of early neurodevelopment. However, head motion during MRI acquisition is detrimental to both functional and structural MRI scan quality. Though infants are typically scanned while asleep, they commonly exhibit motion during scanning c...

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Autores principales: Badke D’Andrea, Carolina, Kenley, Jeanette K., Montez, David F., Mirro, Amy E., Miller, Ryland L., Earl, Eric A., Koller, Jonathan M., Sung, Sooyeon, Yacoub, Essa, Elison, Jed T., Fair, Damien A., Dosenbach, Nico U.F., Rogers, Cynthia E., Smyser, Christopher D., Greene, Deanna J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9157440/
https://www.ncbi.nlm.nih.gov/pubmed/35636344
http://dx.doi.org/10.1016/j.dcn.2022.101116
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author Badke D’Andrea, Carolina
Kenley, Jeanette K.
Montez, David F.
Mirro, Amy E.
Miller, Ryland L.
Earl, Eric A.
Koller, Jonathan M.
Sung, Sooyeon
Yacoub, Essa
Elison, Jed T.
Fair, Damien A.
Dosenbach, Nico U.F.
Rogers, Cynthia E.
Smyser, Christopher D.
Greene, Deanna J.
author_facet Badke D’Andrea, Carolina
Kenley, Jeanette K.
Montez, David F.
Mirro, Amy E.
Miller, Ryland L.
Earl, Eric A.
Koller, Jonathan M.
Sung, Sooyeon
Yacoub, Essa
Elison, Jed T.
Fair, Damien A.
Dosenbach, Nico U.F.
Rogers, Cynthia E.
Smyser, Christopher D.
Greene, Deanna J.
author_sort Badke D’Andrea, Carolina
collection PubMed
description Imaging the infant brain with MRI has improved our understanding of early neurodevelopment. However, head motion during MRI acquisition is detrimental to both functional and structural MRI scan quality. Though infants are typically scanned while asleep, they commonly exhibit motion during scanning causing data loss. Our group has shown that providing MRI technicians with real-time motion estimates via Framewise Integrated Real-Time MRI Monitoring (FIRMM) software helps obtain high-quality, low motion fMRI data. By estimating head motion in real time and displaying motion metrics to the MR technician during an fMRI scan, FIRMM can improve scanning efficiency. Here, we compared average framewise displacement (FD), a proxy for head motion, and the amount of usable fMRI data (FD ≤ 0.2 mm) in infants scanned with (n = 407) and without FIRMM (n = 295). Using a mixed-effects model, we found that the addition of FIRMM to current state-of-the-art infant scanning protocols significantly increased the amount of usable fMRI data acquired per infant, demonstrating its value for research and clinical infant neuroimaging.
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spelling pubmed-91574402022-06-02 Real-time motion monitoring improves functional MRI data quality in infants Badke D’Andrea, Carolina Kenley, Jeanette K. Montez, David F. Mirro, Amy E. Miller, Ryland L. Earl, Eric A. Koller, Jonathan M. Sung, Sooyeon Yacoub, Essa Elison, Jed T. Fair, Damien A. Dosenbach, Nico U.F. Rogers, Cynthia E. Smyser, Christopher D. Greene, Deanna J. Dev Cogn Neurosci Original Research Imaging the infant brain with MRI has improved our understanding of early neurodevelopment. However, head motion during MRI acquisition is detrimental to both functional and structural MRI scan quality. Though infants are typically scanned while asleep, they commonly exhibit motion during scanning causing data loss. Our group has shown that providing MRI technicians with real-time motion estimates via Framewise Integrated Real-Time MRI Monitoring (FIRMM) software helps obtain high-quality, low motion fMRI data. By estimating head motion in real time and displaying motion metrics to the MR technician during an fMRI scan, FIRMM can improve scanning efficiency. Here, we compared average framewise displacement (FD), a proxy for head motion, and the amount of usable fMRI data (FD ≤ 0.2 mm) in infants scanned with (n = 407) and without FIRMM (n = 295). Using a mixed-effects model, we found that the addition of FIRMM to current state-of-the-art infant scanning protocols significantly increased the amount of usable fMRI data acquired per infant, demonstrating its value for research and clinical infant neuroimaging. Elsevier 2022-05-21 /pmc/articles/PMC9157440/ /pubmed/35636344 http://dx.doi.org/10.1016/j.dcn.2022.101116 Text en © 2022 The Authors 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/).
spellingShingle Original Research
Badke D’Andrea, Carolina
Kenley, Jeanette K.
Montez, David F.
Mirro, Amy E.
Miller, Ryland L.
Earl, Eric A.
Koller, Jonathan M.
Sung, Sooyeon
Yacoub, Essa
Elison, Jed T.
Fair, Damien A.
Dosenbach, Nico U.F.
Rogers, Cynthia E.
Smyser, Christopher D.
Greene, Deanna J.
Real-time motion monitoring improves functional MRI data quality in infants
title Real-time motion monitoring improves functional MRI data quality in infants
title_full Real-time motion monitoring improves functional MRI data quality in infants
title_fullStr Real-time motion monitoring improves functional MRI data quality in infants
title_full_unstemmed Real-time motion monitoring improves functional MRI data quality in infants
title_short Real-time motion monitoring improves functional MRI data quality in infants
title_sort real-time motion monitoring improves functional mri data quality in infants
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9157440/
https://www.ncbi.nlm.nih.gov/pubmed/35636344
http://dx.doi.org/10.1016/j.dcn.2022.101116
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