4.5 Article

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

Journal

DEVELOPMENTAL COGNITIVE NEUROSCIENCE
Volume 55, Issue -, Pages -

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.dcn.2022.101116

Keywords

Functional MRI; Head motion; Infant brain; Neurodevelopment; Neuroimaging

Funding

  1. National Institutes of Health [R44MH122066, R44MH121276, R44MH123567, K02 NS089852, R01 MH113883, R01 MH113570, R01 HD061619, R01 HD057098, P50 HD103525]
  2. Intellectual and Developmental Disabilities Research Center at Washington University
  3. Dana Foundation
  4. Child Neurology Foundation Cerebral Palsy International Research Foundation
  5. UNC/UMN Baby Connectome Project Consortium

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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. Providing MRI technicians with real-time motion estimates via FIRMM software can help obtain high-quality, low motion fMRI data in infants. The addition of FIRMM significantly increased the amount of usable fMRI data acquired per infant, demonstrating its value for research and clinical infant neuroimaging.
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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