Multi T1-weighted contrast imaging and T1 mapping with Compressed sensing FLAWS at 3T
Jérémy BeaumontiD, Jürgen FrippiD, Parnesh RanigaiD, Oscar AcostaiD, Jean‐Christophe FerréiD, Katie Louise McMahoniD, Julie TrinderiD, Tobias KoberiD, Giulio Gambarota
Abstract
The Fluid And White matter Suppression (FLAWS) MRI sequence allows for the acquisition of multiple T1-weighted contrasts in a single sequence acquisition. However, its acquisition time is prohibitive for use in clinical practice when the k-space is linearly downsampled and reconstructed using the Generalized Autocalibrating Partially Parallel Acquisition (GRAPPA) technique. This study proposes a FLAWS sequence optimization tailored to allow for the acquisition of FLAWS images with a Cartesian phyllotaxis k-space undersampling and compressed sensing (CS) reconstruction at 3T. The CS FLAWS sequence parameters were determined using a method previously employed to optimize FLAWS imaging at 1.5T and 7T. In-vivo experiments show that the proposed CS FLAWS optimization allows to reduce the FLAWS sequence acquisition time from 8 mins to 6 mins without decreasing the FLAWS image quality. In addition, this study demonstrates for the first time that T1-weighted imaging with low B1 sensitivity and T1 mapping can be performed with the FLAWS sequence at 3T for both GRAPPA and CS reconstructions. The FLAWS T1 mapping was validated using in-silico, in-vitro and in-vivo experiments with comparison against the inversion recovery turbo spin echo and MP2RAGE T1 mappings. These new results suggest that the recent advances in FLAWS imaging allow to combine the MP2RAGE imaging benefits (T1-weigthed imaging with low B1 sensitivity and T1 mapping) and with the previous version of FLAWS imaging benefits (multi T1-weighted contrast imaging) in a single 6 mins sequence acquisition. Graphical abstract O_FIG_DISPLAY_L [Figure 1] M_FIG_DISPLAY C_FIG_DISPLAY
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 8
- FWCI
- 1.15
- Field percentile
- top 27%
- Assay
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Characterization and Validation of Compressed Sensing for Time-of-Flight MRI Angiography of the Human Brain at 3T and 7T
Gustaf Rådman, Xiaole Z. Zhong, … Rosanna K. Olsen·bioRxiv·Apr 24, 2026
- Advancing Thalamic Nuclei Segmentation: The Impact of Compressed Sensing and FastSurfer on MRI Processing
Sebastian Hübner, Stefano Tambalo, … Jorge Jovicich·bioRxiv·Jul 5, 2024
- Mesoscopic whole-brain T2*-weighted and associated quantitative MRI in healthy humans at 10.5 T
Jiaen Liu, Peter van Gelderen, … Xiaoping Wu·Magnetic Resonance in MedicinePeer-reviewed·Apr 7, 2026
- Achieving High-Resolution Whole-Brain Slab 1H-MRSI with Compressed-Sensing and Low-Rank Reconstruction at 7 Tesla
Antoine Klauser, Bernhard Strasser, … Ovidiu C. Andronesi·Journal of Magnetic ResonancePeer-reviewed·Aug 11, 2021
- Fast in vivo 23Na imaging and T2* mapping using accelerated 2D-FID magnetic resonance spectroscopic imaging at 3 T: Proof of concept and reliability study
A. A. Alhulail, P. Xia, … U. E. Emir·bioRxiv·May 25, 2020
- Evaluation of MRI sequences for quantitative T1 brain mapping
P. Tsialios, M. Thrippleton, C. Pernet·bioRxiv·Sep 29, 2017