TY - JOUR
T1 - Free-breathing myocardial T1 mapping using inversion-recovery radial FLASH and motion-resolved model-based reconstruction
AU - Wang, Xiaoqing
AU - Rosenzweig, Sebastian
AU - Roeloffs, Volkert
AU - Blumenthal, Moritz
AU - Scholand, Nick
AU - Tan, Zhengguo
AU - Holme, H Christian M
AU - Unterberg-Buchwald, Christina
AU - Hinkel, Rabea
AU - Uecker, Martin
N1 - © 2022 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals LLC on behalf of International Society for Magnetic Resonance in Medicine.
PY - 2023/4
Y1 - 2023/4
N2 - Purpose: To develop a free-breathing myocardial (Formula presented.) mapping technique using inversion-recovery (IR) radial fast low-angle shot (FLASH) and calibrationless motion-resolved model-based reconstruction. Methods: Free-running (free-breathing, retrospective cardiac gating) IR radial FLASH is used for data acquisition at 3T. First, to reduce the waiting time between inversions, an analytical formula is derived that takes the incomplete (Formula presented.) recovery into account for an accurate (Formula presented.) calculation. Second, the respiratory motion signal is estimated from the k-space center of the contrast varying acquisition using an adapted singular spectrum analysis (SSA-FARY) technique. Third, a motion-resolved model-based reconstruction is used to estimate both parameter and coil sensitivity maps directly from the sorted k-space data. Thus, spatiotemporal total variation, in addition to the spatial sparsity constraints, can be directly applied to the parameter maps. Validations are performed on an experimental phantom, 11 human subjects, and a young landrace pig with myocardial infarction. Results: In comparison to an IR spin-echo reference, phantom results confirm good (Formula presented.) accuracy, when reducing the waiting time from 5 s to 1 s using the new correction. The motion-resolved model-based reconstruction further improves (Formula presented.) precision compared to the spatial regularization-only reconstruction. Aside from showing that a reliable respiratory motion signal can be estimated using modified SSA-FARY, in vivo studies demonstrate that dynamic myocardial (Formula presented.) maps can be obtained within 2 min with good precision and repeatability. Conclusion: Motion-resolved myocardial (Formula presented.) mapping during free-breathing with good accuracy, precision and repeatability can be achieved by combining inversion-recovery radial FLASH, self-gating and a calibrationless motion-resolved model-based reconstruction.
AB - Purpose: To develop a free-breathing myocardial (Formula presented.) mapping technique using inversion-recovery (IR) radial fast low-angle shot (FLASH) and calibrationless motion-resolved model-based reconstruction. Methods: Free-running (free-breathing, retrospective cardiac gating) IR radial FLASH is used for data acquisition at 3T. First, to reduce the waiting time between inversions, an analytical formula is derived that takes the incomplete (Formula presented.) recovery into account for an accurate (Formula presented.) calculation. Second, the respiratory motion signal is estimated from the k-space center of the contrast varying acquisition using an adapted singular spectrum analysis (SSA-FARY) technique. Third, a motion-resolved model-based reconstruction is used to estimate both parameter and coil sensitivity maps directly from the sorted k-space data. Thus, spatiotemporal total variation, in addition to the spatial sparsity constraints, can be directly applied to the parameter maps. Validations are performed on an experimental phantom, 11 human subjects, and a young landrace pig with myocardial infarction. Results: In comparison to an IR spin-echo reference, phantom results confirm good (Formula presented.) accuracy, when reducing the waiting time from 5 s to 1 s using the new correction. The motion-resolved model-based reconstruction further improves (Formula presented.) precision compared to the spatial regularization-only reconstruction. Aside from showing that a reliable respiratory motion signal can be estimated using modified SSA-FARY, in vivo studies demonstrate that dynamic myocardial (Formula presented.) maps can be obtained within 2 min with good precision and repeatability. Conclusion: Motion-resolved myocardial (Formula presented.) mapping during free-breathing with good accuracy, precision and repeatability can be achieved by combining inversion-recovery radial FLASH, self-gating and a calibrationless motion-resolved model-based reconstruction.
KW - free-breathing myocardial T mapping
KW - motion-resolved model-based reconstruction
KW - radial FLASH
KW - self-gating
KW - spatiotemporal total variation
UR - http://www.scopus.com/inward/record.url?scp=85142386710&partnerID=8YFLogxK
U2 - 10.1002/mrm.29521
DO - 10.1002/mrm.29521
M3 - Article
C2 - 36404631
SN - 0740-3194
VL - 89
SP - 1368
EP - 1384
JO - Magnetic Resonance in Medicine
JF - Magnetic Resonance in Medicine
IS - 4
ER -