Congyu Liao1
1Stanford University, Stanford, CA, United States
Synopsis
Keywords: Contrast mechanisms: Relaxometry, Image acquisition: Multiparametric
Quantitative MRI plays an increasingly significant role in clinical and research studies. Recent advancements in accelerated imaging techniques have made quantitative MRI both feasible and accessible within clinically practical timeframes. In this presentation, we will explore several cutting-edge time-resolved multiparametric mapping techniques, such as Magnetic Resonance Fingerprinting (MRF), Echo-planar Time-resolved Imaging (EPTI), and Magnetic Resonance Multitasking. These methods can furnish invaluable insights into various tissue properties, including longitudinal and transversal relaxation times (T
1 and T
2), transverse magnetization influenced by field inhomogeneity (T
2*), proton density (PD), myelin-water fraction (MWF), mean diffusivity (MD), and fractional anisotropy (FA).
Introduction
Quantitative MRI
is a powerful tool for the characterization of tissues and understanding the
microstructural and macrostructural changes in brain, liver, heart, and other
organs. In recent years, several time-resolved multi-parametric mapping
techniques have been proposed, providing valuable information about tissue
properties. In this presentation, we will explore several cutting-edge
multi-parametric mapping techniques:
Magnetic
resonance fingerprinting (MRF)1
MRF is a rapid
quantitative imaging technique that simultaneously estimates multiple tissue
parameters and has garnered significant interest as a diagnostic tool in
various diseases. Additionally, MRF, which originally only measured relaxometry
parameters, can be combined with other imaging techniques, such as diffusion tensor
parameters, T2*, myelin-water fraction and velocity parameters, to provide more
detailed and complementary information about tissue microstructure and
function.
Echo-planar
time-resolved imaging (EPTI)2
EPTI is an
efficient distortion- and blurring-free multi-shot echo planar imaging (EPI)
technique for time-resolved multiple-contrast and/or quantitative imaging. While
traditional EPI can quickly generate 2D images in single-shot acquisition, it often
suffer from geometric distortions and T2* blurring. EPTI addresses these issues
by employing accelerated spatio-temporal sampling with B0-informed subspace
reconstruction. This method allows for the generation of hundreds of
time-resolved, distortion- and blurring-free images using a small number of
EPTI shots, facilitate quantitative map fittings at sub-millisecond intervals.
MR Multitasking3
MR Multitasking framework
captures the physiological and bulk motion by frequently acquiring the center
k-space area, which forms the training data. The contrast dynamics and motion
information are extracted from the training data. The images containing the
combination of all the contrasts and all motion states are reconstructed by
exploiting the high image correlation along and across the multiple dynamic
dimensions using low-rank tensor structure. This continuous-acquisition
approach captures motion, relaxation and other dynamics to efficiently perform
quantitative MRI without the use of ECG triggering or breath holds.Acknowledgements
No acknowledgement found.References
1.
Ma, Dan, et al. "Magnetic resonance fingerprinting." Nature 495.7440
(2013): 187-192.
2.
Wang, Fuyixue, et al. "Echo planar timeāresolved imaging (EPTI)." Magnetic
resonance in medicine 81.6 (2019): 3599-3615.
3.
Christodoulou, Anthony G., et al. "Magnetic resonance multitasking for
motion-resolved quantitative cardiovascular imaging." Nature
biomedical engineering 2.4 (2018): 215-226.