Multi-Color MPI via Field-Free Line Projections: A Linear Mixed Inverse Approach

Multi-color magnetic particle imaging (MPI) has been extensively studied for vascular intervention and tumor imaging, primarily via system matrix or relaxation-based methods. Field-free line (FFL) projection imaging avoids extensive calibrations of system matrices but encounters signal superposition in multi-color setups. We model this challenge as a linear mixed inverse problem, adapting a benchmark network from the blind source separation domain. This approach achieves effective separation on a vessel-aneurysm phantom, demonstrating promising applications.

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Publication Details

Journal
Infinite Science GmbH
Published
2025-10-31
DOI
https://doi.org/10.18416/ijmpi.2026.2603005
Primary Topic
Characterization and Applications of Magnetic Nanoparticles
Type
article
Field-Weighted Citation Impact
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article

Multi-Color MPI via Field-Free Line Projections: A Linear Mixed Inverse Approach

Jin Tian, Ziwei Chen, Yu An, Xueying Liu et al.
Infinite Science GmbH
Characterization and Applications of Magnetic Nanoparticles
article

Multi-Color MPI via Field-Free Line Projections: A Linear Mixed Inverse Approach

Jin Tian, Ziwei Chen, Yu An, Xueying Liu, GH L, Haicheng Du
article en

Abstract

Multi-color magnetic particle imaging (MPI) has been extensively studied for vascular intervention and tumor imaging, primarily via system matrix or relaxation-based methods. Field-free line (FFL) projection imaging avoids extensive calibrations of system matrices but encounters signal superposition in multi-color setups. We model this challenge as a linear mixed inverse problem, adapting a benchmark network from the blind source separation domain. This approach achieves effective separation on a vessel-aneurysm phantom, demonstrating promising applications.

Infinite Science GmbH
Beihang University (CN)
Good health and well-being
Openalex Percentile: Top 36%
Characterization and Applications of Magnetic Nanoparticles
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