Open‐Source Simulator of Imaging Near Metal at Arbitrary Magnetic Field Strengths
Kübra Keskin, Ana R. Sanson, Brian A. Hargreaves, Krishna S. Nayak

TL;DR
This paper introduces an open-source MRI simulation tool to predict imaging performance near metallic implants at different magnetic field strengths, helping optimize protocols without costly experiments.
Contribution
The novel contribution is a simulation framework that incorporates 3D implant and anatomical models to predict MRI performance near metal at arbitrary field strengths.
Findings
Simulations accurately reproduced experimental artifact shapes and SNR at 0.55 and 3 T.
The framework correctly predicted increased SNR and artifact size with higher field strength.
The tool demonstrated the impact of imaging parameters like spectral bins and RF bandwidth on metal artifacts.
Abstract
The increasing prevalence of orthopedic metallic implants necessitates optimization of MRI methods to monitor surrounding tissues and identify complications. The emergence of contemporary mid‐ and low‐field systems as promising platforms for imaging around metal requires development of new protocols optimized for these field strengths. Motivated by these, we develop a simulation framework that predicts MRI performance near metallic implants, considering B0 field strength and multi‐spectral imaging (MSI) parameters. A simulation framework for imaging near metal incorporating 3D implant and 3D human anatomical models, and imaging and sequence parameters is developed. MSI acquisitions are simulated based on susceptibility‐induced field shifts. Validation is performed using phantom and in vivo experiments at 0.55 and 3 T, comparing simulated and experimental images for artifact shape and…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6
Figure 7
Figure 8Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced MRI Techniques and Applications · Cardiac Imaging and Diagnostics · Magnetic properties of thin films
