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Updated: Feb 14, 2026

Automated Segmentation of Cortical Grey Matter from T1-Weighted MRI Images
Published on: January 7, 2019
The impact of B1+ correction on MP2RAGE cortical T1 and apparent cortical thickness at 7T
Roy A M Haast1,2, Dimo Ivanov1, Kâmil Uludağ1
1Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, Netherlands.
Abstract:
Determination of cortical thickness using MRI has often been criticized due to the presence of various error sources. Specifically, anatomical MRI relying on T1 contrast may be unreliable due to spatially variable image contrast between gray matter (GM), white matter (WM) and cerebrospinal fluid (CSF). Especially at ultra-high field (≥ 7T) MRI, transmit and receive B1 -related image inhomogeneities can hamper correct classification of tissue types. In the current paper, we demonstrate that residual B1+ (transmit) inhomogeneities in the T1 -weighted and quantitative T1 images using the MP2RAGE sequence at 7T lead to biases in cortical thickness measurements. As expected, post-hoc correction for the spatially varying B1+ profile reduced the apparent T1 values across the cortex in regions with low B1+, and slightly increased apparent T1 in regions with high B1+. As a result, improved contrast-to-noise ratio both at the GM-CSF and GM-WM boundaries can be observed leading to more accurate surface reconstructions and cortical thickness estimates. Overall, the changes in cortical thickness ranged between a 5% decrease to a 70% increase after B1+ correction, reducing the variance of cortical thickness values across the brain dramatically and increasing the comparability with normative data. More specifically, the cortical thickness estimates increased in regions characterized by a strong decrease of apparent T1 after B1+ correction in regions with low B1+ due to improved detection of the pial surface. The current results suggest that cortical thickness can be more accurately determined using MP2RAGE data at 7T if B1+ inhomogeneities are accounted for.
Insights
Correcting for B1+ inhomogeneities in 7T MRI significantly improves cortical thickness accuracy. This method enhances tissue contrast and surface reconstruction, leading to more reliable brain measurements.
Area of Science:
- Neuroimaging
- Medical Physics
- Radiology
Background:
- Cortical thickness measurement using MRI is prone to errors from variable image contrast.
- Ultra-high field (≥ 7T) MRI is particularly susceptible to B1 inhomogeneities affecting tissue classification.
- T1-weighted and quantitative T1 imaging can be unreliable due to these inhomogeneities.
Purpose of the Study:
- To demonstrate how residual B1+ inhomogeneities bias cortical thickness measurements at 7T using the MP2RAGE sequence.
- To evaluate the impact of post-hoc B1+ correction on cortical thickness accuracy and reliability.
Main Methods:
- Utilized the MP2RAGE sequence at 7T for T1-weighted and quantitative T1 imaging.
- Applied post-hoc correction for spatially varying B1+ profiles.
- Analyzed changes in apparent T1 values, contrast-to-noise ratio (CNR), and cortical thickness estimates.
Main Results:
- B1+ correction reduced apparent T1 in low B1+ regions and slightly increased it in high B1+ regions.
- Improved CNR at gray matter-CSF and gray matter-white matter boundaries resulted in more accurate surface reconstructions.
- Cortical thickness estimates varied from a 5% decrease to a 70% increase post-correction, with dramatically reduced variance.
Conclusions:
- Accounting for B1+ inhomogeneities is crucial for accurate cortical thickness determination using MP2RAGE data at 7T.
- B1+ correction enhances the reliability and comparability of cortical thickness measurements with normative data.
- Improved detection of the pial surface in low B1+ regions contributes to increased cortical thickness estimates.
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