A novel software framework for magnetic particle imaging reconstruction

doi:10.1002/ima.22707

CORC > 自动化研究所 > 中国科学院自动化研究所 > 中国科学院分子影像重点实验室

	A novel software framework for magnetic particle imaging reconstruction
	Shen, Yusong 4; Hu, Chaoen 5,6; Zhang, Peng 1; Tian, Jie 2,4,5,6; Hui, Hui 3,5,6
刊名	INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY
	2022-01-31
页码	14
关键词	magnetic particle imaging Python toolkit reconstruction scan simulation software framework
ISSN号	0899-9457
DOI	10.1002/ima.22707
通讯作者	Tian, Jie(jie.tian@ia.ac.cn) ; Hui, Hui(hui.hui@ia.ac.cn)
英文摘要	Magnetic particle imaging is a novel tomographic imaging technique that enables noninvasive and highly sensitive imaging of superparamagnetic iron oxide nanoparticles distributed in living subjects. Several studies have reported on the development of reconstruction algorithms; however, a unified software framework for magnetic particle imaging reconstruction has yet to be developed. Herein, we propose a high-performance, flexible, and easy-to-use magnetic particle imaging reconstruction framework using the Python programming language. The magnetic particle imaging reconstruction framework consists of the data access, preprocessing, image reconstruction, and postprocessing phases. We used the proposed framework to simulate the x-space and system matrix-based reconstruction methods with Cartesian and Lissajous scan trajectories. The reconstruction results of an open magnetic particle imaging dataset and a numerically simulated phantom demonstrated that the magnetic particle imaging reconstruction framework provides a reliable and accessible environment for magnetic particle imaging reconstruction, which can be extended and customized.
资助项目	National Key Research and Development Program of China[2016YFC0103803] ; National Key Research and Development Program of China[2017YFA0205200] ; National Key Research and Development Program of China[2017YFA0700401] ; National Natural Science Foundation of China[62027901] ; National Natural Science Foundation of China[81527805] ; National Natural Science Foundation of China[81671851] ; National Natural Science Foundation of China[81827808] ; CAS Youth Innovation Promotion Association[2018167] ; CAS Key Technology Talent Program ; Project of High-Level Talents Team Introduction in Zhuhai City[HLHPTP201703]
WOS关键词	MODEL-BASED RECONSTRUCTION ; X-SPACE ; HYPERTHERMIA ; PLATFORM ; MPI ; 2D
WOS研究方向	Engineering ; Optics ; Imaging Science & Photographic Technology
语种	英语
出版者	WILEY
WOS记录号	WOS:000748552700001
资助机构	National Key Research and Development Program of China ; National Natural Science Foundation of China ; CAS Youth Innovation Promotion Association ; CAS Key Technology Talent Program ; Project of High-Level Talents Team Introduction in Zhuhai City
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/47316]
专题	自动化研究所_中国科学院分子影像重点实验室
通讯作者	Tian, Jie; Hui, Hui
作者单位	1.Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing, Peoples R China 2.Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Sch Med, Beijing, Peoples R China 3.Univ Chinese Acad Sci, Beijing, Peoples R China 4.Southeast Univ, Sch Comp Sci & Engn, Nanjing 211189, Peoples R China 5.Inst Automat, CAS Key Lab Mol Imaging, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 6.Beijing Key Lab Mol Imaging, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Shen, Yusong,Hu, Chaoen,Zhang, Peng,et al. A novel software framework for magnetic particle imaging reconstruction[J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY,2022:14.
APA	Shen, Yusong,Hu, Chaoen,Zhang, Peng,Tian, Jie,&Hui, Hui.(2022).A novel software framework for magnetic particle imaging reconstruction.INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY,14.
MLA	Shen, Yusong,et al."A novel software framework for magnetic particle imaging reconstruction".INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY (2022):14.