Principles and applications of magnetic nanomaterials in magnetically guided bioimaging
Imaging plays a pivotal role in the precise diagnosis of a variety of diseases. Various
imaging modalities have long secured their place in clinics. However, a lot of these …
imaging modalities have long secured their place in clinics. However, a lot of these …
DEQ-MPI: A deep equilibrium reconstruction with learned consistency for magnetic particle imaging
Magnetic particle imaging (MPI) offers unparalleled contrast and resolution for tracing
magnetic nanoparticles. A common imaging procedure calibrates a system matrix (SM) that …
magnetic nanoparticles. A common imaging procedure calibrates a system matrix (SM) that …
Machine learning and deep learning applications in magnetic particle imaging
In recent years, magnetic particle imaging (MPI) has emerged as a promising imaging
technique depicting high sensitivity and spatial resolution. It originated in the early 2000s …
technique depicting high sensitivity and spatial resolution. It originated in the early 2000s …
Progressive pretraining network for 3D system matrix calibration in magnetic particle imaging
Magnetic particle imaging (MPI) is an emerging technique for determining magnetic
nanoparticle distributions in biological tissues. Although system-matrix (SM)-based image …
nanoparticle distributions in biological tissues. Although system-matrix (SM)-based image …
Cross-domain knowledge transfer based parallel-cascaded multi-scale attention network for limited view reconstruction in projection magnetic particle imaging
Projection magnetic particle imaging (MPI) can significantly improve the temporal resolution
of three-dimensional (3D) imaging compared to that using traditional point by point …
of three-dimensional (3D) imaging compared to that using traditional point by point …
Anisotropic edge-preserving network for resolution enhancement in unidirectional Cartesian magnetic particle imaging
Y Shang, J Liu, Y Liu, B Zhang, X Wu… - Physics in Medicine …, 2023 - iopscience.iop.org
Objective. Magnetic particle imaging (MPI) is a novel imaging modality. It is crucial to acquire
accurate localization of the superparamagnetic iron oxide nanoparticles distributions in MPI …
accurate localization of the superparamagnetic iron oxide nanoparticles distributions in MPI …
BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging
Magnetic particle imaging (MPI) is a rapidly develo** medical imaging modality, which
uses the nonlinear response of superparamagnetic iron oxide nanoparticles to the applied …
uses the nonlinear response of superparamagnetic iron oxide nanoparticles to the applied …
Self-supervised Signal Denoising for Magnetic Particle Imaging
H Peng, Y Li, X Yang, J Tian… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Magnetic particle imaging (MPI) is a medical imaging technology with high resolution and
high sensitivity, which tracks the distribution of superparamagnetic iron oxide nanoparticles …
high sensitivity, which tracks the distribution of superparamagnetic iron oxide nanoparticles …
Transformer for low concentration image denoising in magnetic particle imaging
Objective. Magnetic particle imaging (MPI) is an emerging tracer-based in vivo imaging
technology. The use of MPI at low superparamagnetic iron oxide nanoparticle …
technology. The use of MPI at low superparamagnetic iron oxide nanoparticle …
Spatial-Frequency Multi-Scale Transformer for Deblurring and Shape-Preserving Reconstruction in Magnetic Particle Imaging
Y Shang, J Liu, Y Liu, Y Wang, Y Shen… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Magnetic particle imaging (MPI) is a novel and emerging functional imaging technique that
visualizes the spatial distribution of magnetic nanoparticles (MNPs). While the X-space …
visualizes the spatial distribution of magnetic nanoparticles (MNPs). While the X-space …