Fast T2 mapping with improved accuracy using undersampled spin-echo MRI and model-based reconstructions with a generating function

Sumpf TJ, Petrovic A, Uecker M, Knoll F, Frahm J (2014)

Publication Type: Journal article

Publication year: 2014

Journal

IEEE Transactions on Medical Imaging Institute of Electrical and Electronics Engineers (IEEE)

Book Volume: 33

Pages Range: 2213-2222

Article Number: 2333370

Journal Issue: 12

DOI: 10.1109/TMI.2014.2333370

Abstract

A model-based reconstruction technique for accelerated T2 mapping with improved accuracy is proposed using undersampled Cartesian spin-echo magnetic resonance imaging (MRI) data. The technique employs an advanced signal model for T2 relaxation that accounts for contributions from indirect echoes in a train of multiple spin echoes. An iterative solution of the nonlinear inverse reconstruction problem directly estimates spin-density and T2 maps from undersampled raw data. The algorithm is validated for simulated data as well as phantom and human brain MRI at 3T. The performance of the advanced model is compared to conventional pixel-based fitting of echo-time images from fully sampled data. The proposed method yields more accurate T2 values than the mono-exponential model and allows for retrospective undersampling factors of at least 6. Although limitations are observed for very long T2 relaxation times, respective reconstruction problems may be overcome by a gradient dampening approach. The analytical gradient of the utilized cost function is included as Appendix. The source code is made available to the community.

Authors with CRIS profile

Florian Knoll

Involved external institutions

Max-Planck-Institut für biophysikalische Chemie (Karl-Friedrich-Bonhoeffer-Institut) / Max Planck Institute for Biophysical Chemistry

Germany (DE) Technische Universität Graz

Austria (AT) University of California, Berkeley

United States (USA) (US)

How to cite

APA:

Sumpf, T.J., Petrovic, A., Uecker, M., Knoll, F., & Frahm, J. (2014). Fast T2 mapping with improved accuracy using undersampled spin-echo MRI and model-based reconstructions with a generating function. IEEE Transactions on Medical Imaging, 33(12), 2213-2222. https://doi.org/10.1109/TMI.2014.2333370

MLA:

Sumpf, Tilman J., et al. "Fast T2 mapping with improved accuracy using undersampled spin-echo MRI and model-based reconstructions with a generating function." IEEE Transactions on Medical Imaging 33.12 (2014): 2213-2222.

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