Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784718637340295168 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9157440 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT badkedandreacarolina realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT kenleyjeanettek realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT montezdavidf realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT mirroamye realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT millerrylandl realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT earlerica realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT kollerjonathanm realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT sungsooyeon realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT yacoubessa realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT elisonjedt realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT fairdamiena realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT dosenbachnicouf realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT rogerscynthiae realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT smyserchristopherd realtimemotionmonitoringimprovesfunctionalmridataqualityininfants AT greenedeannaj realtimemotionmonitoringimprovesfunctionalmridataqualityininfants |