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Fast and artifact reducing joint multi-patch MPI reconstruction
Citation Link: https://doi.org/10.15480/882.4412
Publikationstyp
Journal Article
Date Issued
2022-03-21
Sprache
English
Author(s)
Institut
TORE-DOI
Volume
8
Issue
1, Suppl 1
Article Number
2203042
Citation
International Journal on Magnetic Particle Imaging 8 (1, Suppl 1): 2203042 (2022)
Publisher DOI
Scopus ID
Publisher
Infinite Science Publishing
The method of magnetic particle imaging (MPI) has a limited field of view due to physiological constraints. It is thus necessary to enlarge the field of view by a multi-patch approach in order to cover larger volumes. During reconstruction, truncation artifacts arise at the patches boundaries. We apply stochastic primal-dual hybrid gradient method to jointly reconstruct multi-patch magnetic particle images. We are thus able to apply a regularization taking into account neighborhood structures, not only on one patch but over all patches. Our experiments show that the quality of our reconstructions is significantly higher than those obtained by Kaczmarz method. Moreover, a joint reconstruction considerably reduces the computational costs compared to multiple single-patch reconstructions.
DDC Class
004: Informatik
610: Medizin
Funding Organisations
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