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Updated: Jan 7, 2026

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High-resolution Structural Magnetic Resonance Imaging of the Human Subcortex In Vivo and Postmortem
Published on: December 30, 2015
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In Vivo Meso-Scale Whole-Brain Quantitative Imaging With Tailored MRF on the NexGen 7T Scanner.
Xiaozhi Cao1,2, Alexander Beckett3,4, Congyu Liao5
1Department of Radiology, Stanford University, Stanford, California, USA.
Magnetic Resonance in Medicine
|December 31, 2025
Summary
This study introduces an advanced 3D-SPI MRF technique for rapid, high-resolution in vivo brain imaging. The method achieves accurate quantitative T1 and T2 mapping at mesoscale resolution, significantly improving scan times.
Area of Science:
- Neuroimaging
- Quantitative MRI
- Biophysics
Background:
- Quantitative magnetic resonance imaging (qMRI) is crucial for assessing brain tissue properties.
- Current methods face limitations in speed and resolution for detailed in vivo analysis.
- Mesoscale quantitative mapping of subtle brain structures remains challenging.
Purpose of the Study:
- To enhance the speed and resolution limits of in vivo quantitative imaging.
- To enable accurate estimation of quantitative tissue parameters in subtle brain structures.
- To develop an efficient quantitative imaging approach for advanced brain analysis.
Main Methods:
- Implementation of an efficient 3D-Simultaneous Multi-Slice Parallel Imaging (3D-SPI) MR Fingerprinting (MRF) on a NexGen 7T scanner.
- Development of acquisition and reconstruction mitigation strategies including flip-angle-aware dictionary fitting, gradient imperfection corrections, and rapid B1+/B0 mapping.
- Incorporation of high-temporal motion navigation for improved data quality.
Main Results:
- Achieved whole-brain T1 and T2 maps at 560-μm isotropic resolution in under 4 minutes.
- Demonstrated the necessity of implemented mitigation methods for artifact and bias removal.
- Acquired data at 360-μm isotropic resolution for mesoscale multi-parameter quantitative mapping in vivo.
- Showcased a ~3x reduction in scan time compared to state-of-the-art methods with improved accuracy.
Conclusions:
- Developed tailored 3D MRF acquisition and reconstruction for fast, accurate whole-brain T1 and T2 mapping.
- Enabled mesoscale quantitative mapping in vivo on a high-performance 7T scanner.
- Pushed the boundaries of speed and resolution in quantitative neuroimaging.
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