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Rapid golden-angle diffusion-weighted propeller MRI for simultaneous assessment of ADC and IVIM

PURPOSE: Golden-angle single-shot PROPLLER (GA-SS-PROP) is proposed to accelerate the PROPELLER acquisition for distortion-free diffusion-weighted (DW) imaging. Acceleration is achieved by acquiring one-shot per b-value and several b-values can be acquired along a diffusion direction, where the DW s...

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Autores principales: Wen, Qiuting, Feng, Li, Zhou, Kun, Wu, Yu-Chien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7792631/
https://www.ncbi.nlm.nih.gov/pubmed/32882379
http://dx.doi.org/10.1016/j.neuroimage.2020.117327
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author Wen, Qiuting
Feng, Li
Zhou, Kun
Wu, Yu-Chien
author_facet Wen, Qiuting
Feng, Li
Zhou, Kun
Wu, Yu-Chien
author_sort Wen, Qiuting
collection PubMed
description PURPOSE: Golden-angle single-shot PROPLLER (GA-SS-PROP) is proposed to accelerate the PROPELLER acquisition for distortion-free diffusion-weighted (DW) imaging. Acceleration is achieved by acquiring one-shot per b-value and several b-values can be acquired along a diffusion direction, where the DW signal follows a bi-exponential decay (i.e. IVIM). Sparse reconstruction is used to reconstruct full resolution DW images. Consequently, apparent diffusion coefficient (ADC) map and IVIM maps (i.e., perfusion fraction (f) and the perfusion-free diffusion coefficient (D)) are obtained simultaneously. The performance of GA-SS-PROP was demonstrated with simulation and human experiments. METHODS: A realistic numerical phantom of high-quality diffusion images of the brain was developed. The error of the reconstructed DW images and quantitative maps were compared to the ground truth. The pulse sequence was developed to acquire human brain data. For comparison, fully sampled PROPELLER and conventional single-shot echo planar imaging (SS-EPI) acquisitions were performed. RESULTS: GA-SS-PROP was 5 times faster than conventional PROPELLER acquisition with comparable image quality. The simulation demonstrated that sparse reconstruction is effective in restoring contrast and resolution. The human experiments demonstrated that GA-SS-PROP achieved superior image fidelity compared to SS-EPI for the same acquisition time and same in-plane resolution (1 × 1 mm(2)). CONCLUSION: GA-SS-PROP offers fast, high-resolution and distortion-free DW images. The generated quantitative maps (f, D and ADC) can provide valuable information on tissue perfusion and diffusion properties simultaneously, which are desirable in many applications, especially in oncology. As a turbo spin-echo based technique, it can be applied in most challenging regions where SS-EPI is problematic.
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spelling pubmed-77926312021-01-08 Rapid golden-angle diffusion-weighted propeller MRI for simultaneous assessment of ADC and IVIM Wen, Qiuting Feng, Li Zhou, Kun Wu, Yu-Chien Neuroimage Article PURPOSE: Golden-angle single-shot PROPLLER (GA-SS-PROP) is proposed to accelerate the PROPELLER acquisition for distortion-free diffusion-weighted (DW) imaging. Acceleration is achieved by acquiring one-shot per b-value and several b-values can be acquired along a diffusion direction, where the DW signal follows a bi-exponential decay (i.e. IVIM). Sparse reconstruction is used to reconstruct full resolution DW images. Consequently, apparent diffusion coefficient (ADC) map and IVIM maps (i.e., perfusion fraction (f) and the perfusion-free diffusion coefficient (D)) are obtained simultaneously. The performance of GA-SS-PROP was demonstrated with simulation and human experiments. METHODS: A realistic numerical phantom of high-quality diffusion images of the brain was developed. The error of the reconstructed DW images and quantitative maps were compared to the ground truth. The pulse sequence was developed to acquire human brain data. For comparison, fully sampled PROPELLER and conventional single-shot echo planar imaging (SS-EPI) acquisitions were performed. RESULTS: GA-SS-PROP was 5 times faster than conventional PROPELLER acquisition with comparable image quality. The simulation demonstrated that sparse reconstruction is effective in restoring contrast and resolution. The human experiments demonstrated that GA-SS-PROP achieved superior image fidelity compared to SS-EPI for the same acquisition time and same in-plane resolution (1 × 1 mm(2)). CONCLUSION: GA-SS-PROP offers fast, high-resolution and distortion-free DW images. The generated quantitative maps (f, D and ADC) can provide valuable information on tissue perfusion and diffusion properties simultaneously, which are desirable in many applications, especially in oncology. As a turbo spin-echo based technique, it can be applied in most challenging regions where SS-EPI is problematic. 2020-09-01 2020-12 /pmc/articles/PMC7792631/ /pubmed/32882379 http://dx.doi.org/10.1016/j.neuroimage.2020.117327 Text en 1053-8119/© 2020 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )
spellingShingle Article
Wen, Qiuting
Feng, Li
Zhou, Kun
Wu, Yu-Chien
Rapid golden-angle diffusion-weighted propeller MRI for simultaneous assessment of ADC and IVIM
title Rapid golden-angle diffusion-weighted propeller MRI for simultaneous assessment of ADC and IVIM
title_full Rapid golden-angle diffusion-weighted propeller MRI for simultaneous assessment of ADC and IVIM
title_fullStr Rapid golden-angle diffusion-weighted propeller MRI for simultaneous assessment of ADC and IVIM
title_full_unstemmed Rapid golden-angle diffusion-weighted propeller MRI for simultaneous assessment of ADC and IVIM
title_short Rapid golden-angle diffusion-weighted propeller MRI for simultaneous assessment of ADC and IVIM
title_sort rapid golden-angle diffusion-weighted propeller mri for simultaneous assessment of adc and ivim
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7792631/
https://www.ncbi.nlm.nih.gov/pubmed/32882379
http://dx.doi.org/10.1016/j.neuroimage.2020.117327
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