Recent developments of the reconstruction in magnetic particle imaging

doi:10.1186/s42492-022-00120-5

	Recent developments of the reconstruction in magnetic particle imaging
	Yin,Lin1,2,3 ; Li,Wei 4; Du,Yang1,2,3 ; Wang,Kun1,2,3 ; Liu,Zhenyu1,2,3 ; Hui,Hui1,2,3 ; Tian,Jie 1,2,3,5
发表期刊	Visual Computing for Industry, Biomedicine, and Art
	2022-10-01
卷号	5 期号:1
通讯作者	Hui,Hui(hui.hui@ia.ac.cn) ; Tian,Jie(tian@ieee.org)
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.
关键词	Magnetic particle imaging Image reconstruction System matrix X-space
DOI	10.1186/s42492-022-00120-5
语种	英语
WOS记录号	BMC:10.1186/s42492-022-00120-5
出版者	Springer Nature Singapore
引用统计
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/50075
专题	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.Institute of Automation, Chinese Academy of Sciences; CAS Key Laboratory of Molecular Imaging, the State Key Laboratory of Management and Control for Complex Systems 2.Beijing Key Laboratory of Molecular Imaging 3.University of Chinese Academy of Sciences 4.Jinan University; Medical Imaging Center, the First Affiliated Hospital 5.Beihang University; Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine
第一作者单位	中国科学院自动化研究所
通讯作者单位	中国科学院自动化研究所
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).