Model‐based reconstruction for simultaneous multi‐slice T1 mapping using single‐shot inversion‐recovery radial FLASH

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Model‐based reconstruction for simultaneous multi‐slice urn:x-wiley:07403194:media:mrm28497:mrm28497-math-0002 mapping using single‐shot inversion‐recovery radial FLASH

Xiaoqing Wang, Sebastian Rosenzweig, Nick Scholand, H. Christian M. Holme, Martin Uecker

Abstract

Purpose

To develop a single‐shot multi‐slice urn:x-wiley:07403194:media:mrm28497:mrm28497-math-0010 mapping method by combing simultaneous multi‐slice (SMS) excitations, single‐shot inversion‐recovery (IR) radial fast low‐angle shot (FLASH), and a nonlinear model–based reconstruction method.

Methods

SMS excitations are combined with a single‐shot IR radial FLASH sequence for data acquisition. A previously developed single‐slice calibrationless model–based reconstruction is extended to SMS, formulating the estimation of parameter maps and coil sensitivities from all slices as a single nonlinear inverse problem. Joint‐sparsity constraints are further applied to the parameter maps to improve urn:x-wiley:07403194:media:mrm28497:mrm28497-math-0011 precision. Validations of the proposed method are performed for a phantom and for the human brain and liver in 6 healthy adult subjects.

Results

Phantom results confirm good urn:x-wiley:07403194:media:mrm28497:mrm28497-math-0012 accuracy and precision of the simultaneously acquired multi‐slice urn:x-wiley:07403194:media:mrm28497:mrm28497-math-0013 maps in comparison to single‐slice references. In vivo human brain studies demonstrate the better performance of SMS acquisitions compared to the conventional spoke‐interleaved multi‐slice acquisition using model‐based reconstruction. Aside from good accuracy and precision, the results of 6 healthy subjects in both brain and abdominal studies confirm good repeatability between scan and re‐scans. The proposed method can simultaneously acquire urn:x-wiley:07403194:media:mrm28497:mrm28497-math-0014 maps for 5 slices of a human brain ( urn:x-wiley:07403194:media:mrm28497:mrm28497-math-0015) or 3 slices of the abdomen ( urn:x-wiley:07403194:media:mrm28497:mrm28497-math-0016) within 4 seconds.

Conclusions

The IR SMS radial FLASH acquisition together with a nonlinear model–based reconstruction enable rapid high‐resolution multi‐slice urn:x-wiley:07403194:media:mrm28497:mrm28497-math-0017 mapping with good accuracy, precision, and repeatability.