Recent developments of the reconstruction in magnetic particle imaging

Magnetic 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 concentratio...

Descripción completa

Detalles Bibliográficos
Autores principales: Yin, Lin, Li, Wei, Du, Yang, Wang, Kun, Liu, Zhenyu, Hui, Hui, Tian, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2022
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9525566/
https://www.ncbi.nlm.nih.gov/pubmed/36180612
http://dx.doi.org/10.1186/s42492-022-00120-5
_version_ 1784800712963653632
author Yin, Lin
Li, Wei
Du, Yang
Wang, Kun
Liu, Zhenyu
Hui, Hui
Tian, Jie
author_facet Yin, Lin
Li, Wei
Du, Yang
Wang, Kun
Liu, Zhenyu
Hui, Hui
Tian, Jie
author_sort Yin, Lin
collection PubMed
description Magnetic 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.
format Online
Article
Text
id pubmed-9525566
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Springer Nature Singapore
record_format MEDLINE/PubMed
spelling pubmed-95255662022-10-02 Recent developments of the reconstruction in magnetic particle imaging Yin, Lin Li, Wei Du, Yang Wang, Kun Liu, Zhenyu Hui, Hui Tian, Jie Vis Comput Ind Biomed Art Review Magnetic 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. Springer Nature Singapore 2022-10-01 /pmc/articles/PMC9525566/ /pubmed/36180612 http://dx.doi.org/10.1186/s42492-022-00120-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Review
Yin, Lin
Li, Wei
Du, Yang
Wang, Kun
Liu, Zhenyu
Hui, Hui
Tian, Jie
Recent developments of the reconstruction in magnetic particle imaging
title Recent developments of the reconstruction in magnetic particle imaging
title_full Recent developments of the reconstruction in magnetic particle imaging
title_fullStr Recent developments of the reconstruction in magnetic particle imaging
title_full_unstemmed Recent developments of the reconstruction in magnetic particle imaging
title_short Recent developments of the reconstruction in magnetic particle imaging
title_sort recent developments of the reconstruction in magnetic particle imaging
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9525566/
https://www.ncbi.nlm.nih.gov/pubmed/36180612
http://dx.doi.org/10.1186/s42492-022-00120-5
work_keys_str_mv AT yinlin recentdevelopmentsofthereconstructioninmagneticparticleimaging
AT liwei recentdevelopmentsofthereconstructioninmagneticparticleimaging
AT duyang recentdevelopmentsofthereconstructioninmagneticparticleimaging
AT wangkun recentdevelopmentsofthereconstructioninmagneticparticleimaging
AT liuzhenyu recentdevelopmentsofthereconstructioninmagneticparticleimaging
AT huihui recentdevelopmentsofthereconstructioninmagneticparticleimaging
AT tianjie recentdevelopmentsofthereconstructioninmagneticparticleimaging

Ejemplares similares