Considering low-rank, sparse and gas-inflow effects constraints for accelerated pulmonary dynamic hyperpolarized Xe-129 MRI

doi:10.1016/j.jmr.2018.03.003

	Considering low-rank, sparse and gas-inflow effects constraints for accelerated pulmonary dynamic hyperpolarized Xe-129 MRI
	Xiao, Sa 1,2; Deng, He 1,2; Duan, Caohui 1,2; Xie, Junshuai 1,2; Zhang, Huiting 2; Sun, Xianping 1,2; Ye, Chaohui 1,2; Zhou, Xin 1,2
刊名	JOURNAL OF MAGNETIC RESONANCE
	2018-05-01
卷号	290 页码:29-37
关键词	Dynamic Mri Hyperpolarized Xe-129 Pulmonary Inspiration Compressed Sensing Low-rank Sparse Gas-inflow Effects
ISSN号	1090-7807
DOI	10.1016/j.jmr.2018.03.003
文献子类	Article
英文摘要	Dynamic hyperpolarized (HP)Xe-129 MRI is able to visualize the process of lung ventilation, which potentially provides unique information about lung physiology and pathophysiology. However, the longitudinal magnetization of HP Xe-129 is nonrenewable, making it difficult to achieve high image quality while maintaining high temporal-spatial resolution in the pulmonary dynamic MRI. In this paper, we propose a new accelerated dynamic HP Xe-129 MRI scheme incorporating the low-rank, sparse and gas-inflow effects (L + S + G) constraints. According to the gas-inflow effects of HP gas during the lung inspiratory process, a variable-flip-angle (VFA) strategy is designed to compensate for the rapid attenuation of the magnetization. After undersampling k-space data, an effective reconstruction algorithm considering the low-rank, sparse and gas-inflow effects constraints is developed to reconstruct dynamic MR images. In this way, the temporal and spatial resolution of dynamic MR images is improved and the artifacts are lessened. Simulation and in vivo experiments implemented on the phantom and healthy volunteers demonstrate that the proposed method is not only feasible and effective to compensate for the decay of the magnetization, but also has a significant improvement compared with the conventional reconstruction algorithms (P-values are less than 0.05). This confirms the superior performance of the proposed designs and their ability to maintain high quality and temporal-spatial resolution. (C) 2018 Elsevier Inc. All rights reserved.
WOS关键词	XENON MAGNETIC-RESONANCE ; LUNG VENTILATION ; FLIP ANGLES ; HE-3 MRI ; ACQUISITION ; QUANTIFICATION ; PARAMETERS ; EMPHYSEMA ; AIRWAYS ; NMR
WOS研究方向	Biochemistry & Molecular Biology ; Physics ; Spectroscopy
语种	英语
出版者	ACADEMIC PRESS INC ELSEVIER SCIENCE
WOS记录号	WOS:000430640000004
资助机构	National Natural Science Foundation of China(81625011 ; National Natural Science Foundation of China(81625011 ; National Key R&D Program of China(2016YFC1304700) ; National Key R&D Program of China(2016YFC1304700) ; Key Research Program of Frontier Sciences, CAS(QYZDY-SSW-SLH018) ; Key Research Program of Frontier Sciences, CAS(QYZDY-SSW-SLH018) ; National Program for Support of Eminent Professionals (National Program for Support of Top-notch Young Professionals) ; National Program for Support of Eminent Professionals (National Program for Support of Top-notch Young Professionals) ; 81771917 ; 81771917 ; 81227902) ; 81227902) ; National Natural Science Foundation of China(81625011 ; National Natural Science Foundation of China(81625011 ; National Key R&D Program of China(2016YFC1304700) ; National Key R&D Program of China(2016YFC1304700) ; Key Research Program of Frontier Sciences, CAS(QYZDY-SSW-SLH018) ; Key Research Program of Frontier Sciences, CAS(QYZDY-SSW-SLH018) ; National Program for Support of Eminent Professionals (National Program for Support of Top-notch Young Professionals) ; National Program for Support of Eminent Professionals (National Program for Support of Top-notch Young Professionals) ; 81771917 ; 81771917 ; 81227902) ; 81227902) ; National Natural Science Foundation of China(81625011 ; National Natural Science Foundation of China(81625011 ; National Key R&D Program of China(2016YFC1304700) ; National Key R&D Program of China(2016YFC1304700) ; Key Research Program of Frontier Sciences, CAS(QYZDY-SSW-SLH018) ; Key Research Program of Frontier Sciences, CAS(QYZDY-SSW-SLH018) ; National Program for Support of Eminent Professionals (National Program for Support of Top-notch Young Professionals) ; National Program for Support of Eminent Professionals (National Program for Support of Top-notch Young Professionals) ; 81771917 ; 81771917 ; 81227902) ; 81227902) ; National Natural Science Foundation of China(81625011 ; National Natural Science Foundation of China(81625011 ; National Key R&D Program of China(2016YFC1304700) ; National Key R&D Program of China(2016YFC1304700) ; Key Research Program of Frontier Sciences, CAS(QYZDY-SSW-SLH018) ; Key Research Program of Frontier Sciences, CAS(QYZDY-SSW-SLH018) ; National Program for Support of Eminent Professionals (National Program for Support of Top-notch Young Professionals) ; National Program for Support of Eminent Professionals (National Program for Support of Top-notch Young Professionals) ; 81771917 ; 81771917 ; 81227902) ; 81227902)
内容类型	期刊论文
源URL	[http://ir.wipm.ac.cn/handle/112942/12930]
专题	中国科学院武汉物理与数学研究所
通讯作者	Zhou, Xin
作者单位	1.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 2.Chinese Acad Sci, Wuhan Inst Phys & Math, Natl Ctr Magnet Resonance Wuhan, State Key Lab Magnet Resonance & Atom & Mol Phys, Wuhan 430071, Hubei, Peoples R China
推荐引用方式 GB/T 7714	Xiao, Sa,Deng, He,Duan, Caohui,et al. Considering low-rank, sparse and gas-inflow effects constraints for accelerated pulmonary dynamic hyperpolarized Xe-129 MRI[J]. JOURNAL OF MAGNETIC RESONANCE,2018,290:29-37.
APA	Xiao, Sa.,Deng, He.,Duan, Caohui.,Xie, Junshuai.,Zhang, Huiting.,...&Zhou, Xin.(2018).Considering low-rank, sparse and gas-inflow effects constraints for accelerated pulmonary dynamic hyperpolarized Xe-129 MRI.JOURNAL OF MAGNETIC RESONANCE,290,29-37.
MLA	Xiao, Sa,et al."Considering low-rank, sparse and gas-inflow effects constraints for accelerated pulmonary dynamic hyperpolarized Xe-129 MRI".JOURNAL OF MAGNETIC RESONANCE 290(2018):29-37.