Research Paper#Diffusion MRI, Magnetic Resonance Imaging, Phase Kurtosis, Gaussian Phase Approximation🔬 ResearchAnalyzed: Jan 3, 2026 09:31
Analytical Phase Kurtosis in Diffusion MRI
Published:Dec 30, 2025 18:32
•1 min read
•ArXiv
Analysis
This paper investigates the validity of the Gaussian phase approximation (GPA) in diffusion MRI, a crucial assumption in many signal models. By analytically deriving the excess phase kurtosis, the study provides insights into the limitations of GPA under various diffusion scenarios, including pore-hopping, trapped-release, and restricted diffusion. The findings challenge the widespread use of GPA and offer a more accurate understanding of diffusion MRI signals.
Key Takeaways
- •The paper provides analytical expressions for phase kurtosis in several diffusion models.
- •The Gaussian phase approximation (GPA) is shown to be invalid under moderate experimental conditions.
- •The study highlights the importance of considering non-Gaussian behavior in diffusion MRI signal modeling.
Reference
“The study finds that the GPA does not generally hold for these systems under moderate experimental conditions.”