Arid
DOI10.7717/peerj.4061
Levels of detail analysis of microwave scattering from human head models for brain stroke detection
Qureshi, Awais Munawar; Mustansar, Zartasha
通讯作者Qureshi, Awais Munawar
来源期刊PEERJ
ISSN2167-8359
出版年2017
卷号5
英文摘要

In this paper, we have presented a microwave scattering analysis from multiple,’ human head models. This study incorporates different levels of detail in the human head models arid its effect on microwave scattering phenomenon. Two levels of detail are taken into account; (i) Simplified ellipse shaped head model (ii) Anatomically realistic head model, implemented using 2-D geometry. In addition, heterogenic and frequency-dispersive behavior of the brain tissues has also been incorporated in our head models. It is identified during this study that the microwave scattering phenomenon changes significantly once the complexfty of head model is increased by incorporating more details using magnetic resonance imaging database. It is also found out that the microwave scattering results match in both types of head model (i.e., geometrically simple and anatomically realistic), once the measurements are made in the structurally simplified regions. However, the results diverge considerably in the complex areas of brain due to the arbitrary shape interface of tissue layers tin the anatomically realistic head model.


After incorporating various levels of detail, the solution lof subject microwave scattering problem and the measurement of transmitted and backscattered signals were obtained using finite element method. Mesh convergence analysis was also performed to achieve error free results with a minimum number of mesh elements and a lesser degree of freedom in the fast computational time. The results were promising and the E-Field values converged for both simple and complex geometrical models. However, the E-Field difference between both types of head model at the same reference point differentiated a lot in terms of magnitude. At complex location, a high difference value of 0.04236 Vim was measured compared to the simple location, where it turned out to be 0.00197 Vim. This study also contributes to provide a comparison analysis between the direct and iterative solvers so as to find out the solution of subject microwave scattering problem in a minimum computational time along with memory resources requirement.


It is seen from this study that the microwave imaging may effectively be utilized for Ithe detection, localization and differentiation of different types of brain stroke. The simulation results verified that the microwave imaging can be efficiently exploited to study the significant contrast between electric field values of the normal and abnormal brain tissues for the investigation of brain anomalies. In the end, a specific absorption rate analysis was carried out to compare the ionizing effects of microwave signals to different types of head model using a factor of safety for brain tissues. It is also suggested after careful study of various inversion methods in practice for microwave head imaging, that the contrast source inversion method may be more suitable and computationally efficient for such problems.


英文关键词Microwave imaging Finite element method Human brain stroke Forward problem Inverse problem Levels of detail
类型Article
语种英语
国家Pakistan
收录类别SCI-E
WOS记录号WOS:000416047200004
WOS关键词IMAGING-SYSTEM ; DIELECTRIC-PROPERTIES ; BIOLOGICAL TISSUES ; TOMOGRAPHY ; PHANTOM ; FREQUENCIES ; EXPOSURE ; ANTENNA ; SAR
WOS类目Multidisciplinary Sciences
WOS研究方向Science & Technology - Other Topics
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/201416
作者单位NUST, RCMS, H-12, Islamabad, Pakistan
推荐引用方式
GB/T 7714
Qureshi, Awais Munawar,Mustansar, Zartasha. Levels of detail analysis of microwave scattering from human head models for brain stroke detection[J],2017,5.
APA Qureshi, Awais Munawar,&Mustansar, Zartasha.(2017).Levels of detail analysis of microwave scattering from human head models for brain stroke detection.PEERJ,5.
MLA Qureshi, Awais Munawar,et al."Levels of detail analysis of microwave scattering from human head models for brain stroke detection".PEERJ 5(2017).
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