A practical guideline for reconstruction from various flip angles in MRI

A fast and robust method for T 1 estimation in MRI is the so-called variable flip angle technique. We introduce a novel family of T 1 reconstruction methods from data acquired with various flip angles and propose a family member which combines the robustness of a nonlinear- with the computational ad...

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Main Authors: Constantin Sandmann, Erlend Hodneland, Jan Modersitzki
Format: Article
Language:English
Published: SAGE Publishing 2016-12-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1177/1748301816656288
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spelling doaj-3ec0cf3e19214497a6cd1f884d7c5f692020-11-25T04:01:09ZengSAGE PublishingJournal of Algorithms & Computational Technology1748-30181748-30262016-12-011010.1177/1748301816656288A practical guideline for reconstruction from various flip angles in MRIConstantin SandmannErlend HodnelandJan ModersitzkiA fast and robust method for T 1 estimation in MRI is the so-called variable flip angle technique. We introduce a novel family of T 1 reconstruction methods from data acquired with various flip angles and propose a family member which combines the robustness of a nonlinear- with the computational advantages of a linear reconstruction. The constructed family contains the most common approaches for T 1 estimation, namely a linear and a nonlinear approach. A general sensitivity analysis for arbitrary members of the family is established. Advantages of the optimized reconstruction are demonstrated on phantom- as well as real data, showing improvements of up to 24% as compared with the linear method. As a further means to stabilize T 1 estimation, spatial stabilization methods are compared. We demonstrate on phantom and on real data that improved results can be obtained if not only T 1 but also a second unknown M 0 in the reconstruction is stabilized.https://doi.org/10.1177/1748301816656288
collection DOAJ
language English
format Article
sources DOAJ
author Constantin Sandmann
Erlend Hodneland
Jan Modersitzki
spellingShingle Constantin Sandmann
Erlend Hodneland
Jan Modersitzki
A practical guideline for reconstruction from various flip angles in MRI
Journal of Algorithms & Computational Technology
author_facet Constantin Sandmann
Erlend Hodneland
Jan Modersitzki
author_sort Constantin Sandmann
title A practical guideline for reconstruction from various flip angles in MRI
title_short A practical guideline for reconstruction from various flip angles in MRI
title_full A practical guideline for reconstruction from various flip angles in MRI
title_fullStr A practical guideline for reconstruction from various flip angles in MRI
title_full_unstemmed A practical guideline for reconstruction from various flip angles in MRI
title_sort practical guideline for reconstruction from various flip angles in mri
publisher SAGE Publishing
series Journal of Algorithms & Computational Technology
issn 1748-3018
1748-3026
publishDate 2016-12-01
description A fast and robust method for T 1 estimation in MRI is the so-called variable flip angle technique. We introduce a novel family of T 1 reconstruction methods from data acquired with various flip angles and propose a family member which combines the robustness of a nonlinear- with the computational advantages of a linear reconstruction. The constructed family contains the most common approaches for T 1 estimation, namely a linear and a nonlinear approach. A general sensitivity analysis for arbitrary members of the family is established. Advantages of the optimized reconstruction are demonstrated on phantom- as well as real data, showing improvements of up to 24% as compared with the linear method. As a further means to stabilize T 1 estimation, spatial stabilization methods are compared. We demonstrate on phantom and on real data that improved results can be obtained if not only T 1 but also a second unknown M 0 in the reconstruction is stabilized.
url https://doi.org/10.1177/1748301816656288
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