The Tissue-reduced Virtual Family Models for RF-induced Heating Evaluation of Passive Medical Implants at 1.5 T and 3 T
| dc.contributor.advisor | Chen, Ji | |
| dc.contributor.committeeMember | Jackson, David R. | |
| dc.contributor.committeeMember | Chen, Jiefu | |
| dc.contributor.committeeMember | Benhaddou, Driss | |
| dc.contributor.committeeMember | Kainz, Wolfgang | |
| dc.creator | Xia, Meiqi | |
| dc.date.accessioned | 2023-01-14T23:10:47Z | |
| dc.date.created | May 2022 | |
| dc.date.issued | 2022-05-13 | |
| dc.date.updated | 2023-01-14T23:10:48Z | |
| dc.description.abstract | RF-induced heating is an important safety concern for patients with implantable medical devices under magnetic resonance imaging (MRI) scanning. The implanted device may lead to a high temperature rise near device edges and cause tissue damage. Thus, the RF-induced heating near the device needs to be properly evaluated for the safety of patients. The study in ASTM phantom and human models is adopted to evaluate the RF-induced heating near the medical implants. To make the experiment in human models more practical, the tissue-reduced virtual family models were proposed for RF-induced heating simulation and possible experiments in the future. Simplified human body models with a reduced number of tissues were developed using the Gaussian Mixture Model (GMM). Different tissues were grouped into several clusters based on the electrical parameters. Using three human body models (the Duke, the Ella, and the FATS) from the virtual family, electromagnetic simulations were conducted for the original and simplified human models under 1.5 T and 3 T MRI systems. The electric field distributions were extracted for comparison. To investigate the performance of the proposed tissue-reduced virtual family models on RF-induced heating evaluation for the passive device, some representative passive device systems were implanted in the original virtual family models, tissue-reduced virtual family models, and ASTM phantom for simulation. The studied device systems are the standalone screw system, the pedicle screw system, the plate and screw system, and the stent system. They were implanted in the clinical positions in the human models and in the fixed position in the ASTM phantom as required by the ASTM standard. The simulated results of specific absorption rate averaged to 1 gram (SAR1g) near the device at 1.5 T and 3 T in the human models and ASTM phantom were extracted for comparison. | |
| dc.description.department | Electrical and Computer Engineering, Department of | |
| dc.format.digitalOrigin | born digital | |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | Portions of this document appear in: Zheng J, Xia M, Kainz W, et al. Wire‐based sternal closure: MRI‐related heating at 1.5 T/64 MHz and 3 T/128 MHz based on simulation and experimental phantom study[J]. Magnetic Resonance in Medicine, 2020, 83(3): 1055-1065; and in: Xia M, Guo R, Zheng J, et al. Simplified Human Body Models with Reduced Types of Tissues for MRI at 1.5 T[C]//2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI). IEEE, 2021: 145-146; and in: Meiqi Xia, Ran Guo, Jianfeng Zheng, Ji Chen, RF-induced Heating Evaluation for Passive Device in Tissue-Reduced Virtual Family Models at 1.5 T[C]//2022 IEEE International Symposium on Electromagnetic Compatibility, Signal & Power Integrity (EMC+SIPI) (Accepted). | |
| dc.identifier.uri | https://hdl.handle.net/10657/13312 | |
| dc.language.iso | eng | |
| dc.rights | The author of this work is the copyright owner. UH Libraries and the Texas Digital Library have their permission to store and provide access to this work. UH Libraries has secured permission to reproduce any and all previously published materials contained in the work. Further transmission, reproduction, or presentation of this work is prohibited except with permission of the author(s). | |
| dc.subject | RF-induced heating | |
| dc.subject | Human models | |
| dc.subject | Gaussian mixture model | |
| dc.subject | Passive device | |
| dc.title | The Tissue-reduced Virtual Family Models for RF-induced Heating Evaluation of Passive Medical Implants at 1.5 T and 3 T | |
| dc.type.dcmi | Text | |
| dc.type.genre | Thesis | |
| dcterms.accessRights | The full text of this item is not available at this time because the student has placed this item under an embargo for a period of time. The Libraries are not authorized to provide a copy of this work during the embargo period. | |
| local.embargo.lift | 2024-05-01 | |
| local.embargo.terms | 2024-05-01 | |
| thesis.degree.college | Cullen College of Engineering | |
| thesis.degree.department | Electrical and Computer Engineering, Department of | |
| thesis.degree.discipline | Electrical Engineering | |
| thesis.degree.grantor | University of Houston | |
| thesis.degree.level | Doctoral | |
| thesis.degree.name | Doctor of Philosophy |
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