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Brain Maturation Patterns on Normalized FLAIR MR Imaging in Children and Adolescents
K Chan1,2, A Ghazvanchahi3,2, D Rabba3,2
1From the Department of Electrical, Computer and Biomedical Engineering (K.C., A.G., D.R., A.K.), Toronto Metropolitan University, Toronto, Ontario, Canada karissa.chan@torontomu.ca.
AJNR. American Journal of Neuroradiology
|August 17, 2023
Summary
This study developed a FLAIR intensity standardization algorithm for pediatric brain analysis. The algorithm normalizes signal intensity, enabling FLAIR to serve as a surrogate measure for neurodevelopment and brain maturation across diverse scanners and subjects.
Area of Science:
- Neuroimaging
- Pediatric Neuroscience
- Medical Physics
Background:
- Fluid-attenuated inversion recovery (FLAIR) signal analysis is crucial for studying neurodevelopment and brain maturation.
- FLAIR intensity variability across scanners necessitates signal normalization for reliable pediatric brain studies.
Purpose of the Study:
- To establish normative values for standardized FLAIR intensity in the pediatric brain.
- To develop and validate an automated algorithm for FLAIR signal normalization in pediatric neuroimaging.
Main Methods:
- An automated algorithm was employed to standardize FLAIR intensity across scanners and subjects.
- Mean intensity was quantified in gray matter (GM), white matter (WM), deep GM, and cortical GM regions.
- Regression analyses and ANOVA were used to assess age-related changes and inter-group differences in intensity.
Main Results:
- Analysis of 429 pediatric FLAIR scans (ages 2-19) revealed age-dependent intensity patterns.
- WM intensity showed a parabolic relationship with age, while GM and cortical GM intensity increased with age.
- Significant correlations between intensity and regional volume were observed in older age groups, with sex differences noted only in the oldest group.
Conclusions:
- A FLAIR intensity standardization algorithm was presented, enabling robust cross-scanner and cross-subject comparisons.
- Standardized FLAIR intensity can serve as a valuable surrogate measure for assessing pediatric brain development and maturation.

