System Matrix Based Reconstruction for Pulsed Sequences in Magnetic Particle Imaging

被引:18
作者
Mohn, Fabian [1 ,2 ]
Knopp, Tobias [1 ,2 ]
Boberg, Marija [1 ,2 ]
Thieben, Florian [1 ,2 ]
Szwargulski, Patryk [1 ,2 ]
Graeser, Matthias [1 ,2 ,3 ,4 ]
机构
[1] Hamburg Univ Technol, Inst Biomed Imaging, D-21073 Hamburg, Germany
[2] Univ Med Ctr Hamburg Eppendorf, Sect Biomed Imaging, D-20251 Hamburg, Germany
[3] Univ Lubeck, Fraunhofer Res Inst Individualized & Cell Based M, D-23562 Lubeck, Germany
[4] Univ Lubeck, Inst Med Engn, D-23562 Lubeck, Germany
关键词
Image reconstruction; Imaging; Signal resolution; Sensitivity; Coils; Phantoms; Particle measurements; Biomedical imaging; pulsed excitation; high amplitudes; sequence design; MPI; RESOLUTION;
D O I
10.1109/TMI.2022.3149583
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Improving resolution and sensitivity will widen possible medical applications of magnetic particle imaging. Pulsed excitation promises such benefits, at the cost of more complex hardware solutions and restrictions on drive field amplitude and frequency. State-of-the-art systems utilize a sinusoidal excitation to drive superparamagnetic nanoparticles into the non-linear part of their magnetization curve, which creates a spectrum with a clear separation of direct feed-through and higher harmonics caused by the particles response. One challenge for rectangular excitation is the discrimination of particle and excitation signals, both broad-band. Another is the drive-field sequence itself, as particles that are not placed at the same spatial position, may react simultaneously and are not separable by their signal phase or shape. To overcome this potential loss of information in spatial encoding for high amplitudes, a superposition of shifting fields and drive-field rotations is proposed in this work. Upon close view, a system matrix approach is capable to maintain resolution, independent of the sequence, if the response to pulsed sequences still encodes information within the phase. Data from an Arbitrary Waveform Magnetic Particle Spectrometer with offsets in two spatial dimensions is measured and calibrated to guarantee device independence. Multiple sequence types and waveforms are compared, based on frequency space image reconstruction from emulated signals, that are derived from measured particle responses. A resolution of 1.0 mT (0.8 mm for a gradient of (-1.25,-1.25,2.5) Tm-1) in x- and y-direction was achieved and a superior sensitivity for pulsed sequences was detected on the basis of reference phantoms.
引用
收藏
页码:1862 / 1873
页数:12
相关论文
共 44 条
[1]   Julia: A Fresh Approach to Numerical Computing [J].
Bezanson, Jeff ;
Edelman, Alan ;
Karpinski, Stefan ;
Shah, Viral B. .
SIAM REVIEW, 2017, 59 (01) :65-98
[2]   Simultaneous imaging of widely differing particle concentrations in MPI: problem statement and algorithmic proposal for improvement [J].
Boberg, Marija ;
Gdaniec, Nadine ;
Szwargulski, Patryk ;
Werner, Franziska ;
Moeddel, Martin ;
Knopp, Tobias .
PHYSICS IN MEDICINE AND BIOLOGY, 2021, 66 (09)
[3]   Optimization of nanoparticle core size for magnetic particle imaging [J].
Ferguson, R. Matthew ;
Minard, Kevin R. ;
Krishnan, Kannan M. .
JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS, 2009, 321 (10) :1548-1551
[4]  
GARNAUT R, 1992, ECONOMIC REFORM AND INTERNATIONALISATION: CHINA AND THE PACIFIC REGION, P1
[5]   Tomographic imaging using the nonlinear response of magnetic particles [J].
Gleich, B ;
Weizenecker, R .
NATURE, 2005, 435 (7046) :1214-1217
[6]   The X-Space Formulation of the Magnetic Particle Imaging Process: 1-D Signal, Resolution, Bandwidth, SNR, SAR, and Magnetostimulation [J].
Goodwill, Patrick W. ;
Conolly, Steven M. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2010, 29 (11) :1851-1859
[7]   Human-sized magnetic particle imaging for brain applications [J].
Graeser, M. ;
Thieben, F. ;
Szwargulski, P. ;
Werner, F. ;
Gdaniec, N. ;
Boberg, M. ;
Griese, F. ;
Moeddel, M. ;
Ludewig, P. ;
van de Ven, D. ;
Weber, O. M. ;
Woywode, O. ;
Gleich, B. ;
Knopp, T. .
NATURE COMMUNICATIONS, 2019, 10 (1)
[8]   Design of a head coil for high resolution mouse brain perfusion imaging using magnetic particle imaging [J].
Graeser, Matthias ;
Ludewig, Peter ;
Szwargulski, Patryk ;
Foerger, Fynn ;
Liebing, Tom ;
Forkert, Nils D. ;
Thieben, Florian ;
Magnus, Tim ;
Knopp, Tobias .
PHYSICS IN MEDICINE AND BIOLOGY, 2020, 65 (23)
[9]   Towards Picogram Detection of Superparamagnetic Iron-Oxide Particles Using a Gradiometric Receive Coil [J].
Graeser, Matthias ;
Knopp, Tobias ;
Szwargulski, Patryk ;
Friedrich, Thomas ;
von Gladiss, Anselm ;
Kaul, Michael ;
Krishnan, Kannan M. ;
Ittrich, Harald ;
Adam, Gerhard ;
Buzug, Thorsten M. .
SCIENTIFIC REPORTS, 2017, 7
[10]   Analog receive signal processing for magnetic particle imaging [J].
Graeser, Matthias ;
Knopp, Tobias ;
Gruettner, Mandy ;
Sattel, Timo F. ;
Buzug, Thorsten M. .
MEDICAL PHYSICS, 2013, 40 (04)