Recent developments of the reconstruction in magnetic particle imaging

doi:10.1186/s42492-022-00120-5

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

	Recent developments of the reconstruction in magnetic particle imaging
	Yin,Lin 1,2,5; Li,Wei 4; Du,Yang 1,2,5; Wang,Kun 1,2,5; Liu,Zhenyu 1,2,5; Hui,Hui 1,2,5; Tian,Jie 1,2,3,5
刊名	Visual Computing for Industry, Biomedicine, and Art
	2022-10-01
卷号	5 期号:1
关键词	Magnetic particle imaging Image reconstruction System matrix X-space
DOI	10.1186/s42492-022-00120-5
通讯作者	Hui,Hui(hui.hui@ia.ac.cn) ; Tian,Jie(tian@ieee.org)
英文摘要	AbstractMagnetic particle imaging (MPI) is an emerging molecular imaging technique with high sensitivity and temporal-spatial resolution. Image reconstruction is an important research topic in MPI, which converts an induced voltage signal into the image of superparamagnetic iron oxide particles concentration distribution. MPI reconstruction primarily involves system matrix- and x-space-based methods. In this review, we provide a detailed overview of the research status and future research trends of these two methods. In addition, we review the application of deep learning methods in MPI reconstruction and the current open sources of MPI. Finally, research opinions on MPI reconstruction are presented. We hope this review promotes the use of MPI in clinical applications.
语种	英语
出版者	Springer Nature Singapore
WOS记录号	BMC:10.1186/S42492-022-00120-5
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/50074]
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	Hui,Hui; Tian,Jie
作者单位	1.University of Chinese Academy of Sciences 2.Institute of Automation, Chinese Academy of Sciences; CAS Key Laboratory of Molecular Imaging, the State Key Laboratory of Management and Control for Complex Systems 3.Beihang University; Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine 4.Jinan University; Medical Imaging Center, the First Affiliated Hospital 5.Beijing Key Laboratory of Molecular Imaging
推荐引用方式 GB/T 7714	Yin,Lin,Li,Wei,Du,Yang,et al. Recent developments of the reconstruction in magnetic particle imaging[J]. Visual Computing for Industry, Biomedicine, and Art,2022,5(1).
APA	Yin,Lin.,Li,Wei.,Du,Yang.,Wang,Kun.,Liu,Zhenyu.,...&Tian,Jie.(2022).Recent developments of the reconstruction in magnetic particle imaging.Visual Computing for Industry, Biomedicine, and Art,5(1).
MLA	Yin,Lin,et al."Recent developments of the reconstruction in magnetic particle imaging".Visual Computing for Industry, Biomedicine, and Art 5.1(2022).