An Investigation of Microwave Tomography Technique to Image Brain Tumour Through Cross-Section Imaging with Different Number of Electrode

IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY
Anisah Abd Wahab, Ummi Amira Rosli, Nur Syahirah Harun, Nurul Amira Mohd Ramli, Mimi Faisyalini Ramli, Lam H.Y., Mohd Hafiz Fazalul Rahiman
{"title":"An Investigation of Microwave Tomography Technique to Image Brain Tumour Through Cross-Section Imaging with Different Number of Electrode","authors":"Anisah Abd Wahab, Ummi Amira Rosli, Nur Syahirah Harun, Nurul Amira Mohd Ramli, Mimi Faisyalini Ramli, Lam H.Y., Mohd Hafiz Fazalul Rahiman","doi":"10.30880/ijie.2023.15.03.029","DOIUrl":null,"url":null,"abstract":"Brain tumours resulted from the irregular growth and cell division within the skull, indicating a highrisk for malignancies to develop and can lead to brain injury or even death. The brain tumour can affectnervoussystem’s function based on the tumour’s growth rate and location. Early detection of brain tumour is essential to improve patients’ survival rates through appropriate medical care. As the current clinical imaging has a few impediments e.g. radiation-based and expensive, tomography technique is seen possible to provide safe and inexpensive technology. The aim of this research is to investigate the feasibility of brain tumour detection using microwave tomography technique with different numbers of electrodes. The 2D finite element modelling approach is applied, and the images are reconstructed using a linear back projection (LBP) algorithm in MATLAB. A different number of rectangular sensing electrodes are arranged around the head phantom in an elliptical array, working in pairs as transmitters and receivers. The simulation shows that the system is able to detect the permittivity difference, thus detecting the existence of the tumour in the head phantom.Theimage reconstruction presented promising tumour images with an 8-antenna microwave tomography system at all locations, i.e. left, right, top, centre, and bottom, in comparison to 4-antenna and 12-antenna systems.","PeriodicalId":14189,"journal":{"name":"International Journal of Integrated Engineering","volume":"138 1","pages":"0"},"PeriodicalIF":0.4000,"publicationDate":"2023-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Integrated Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30880/ijie.2023.15.03.029","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

Brain tumours resulted from the irregular growth and cell division within the skull, indicating a highrisk for malignancies to develop and can lead to brain injury or even death. The brain tumour can affectnervoussystem’s function based on the tumour’s growth rate and location. Early detection of brain tumour is essential to improve patients’ survival rates through appropriate medical care. As the current clinical imaging has a few impediments e.g. radiation-based and expensive, tomography technique is seen possible to provide safe and inexpensive technology. The aim of this research is to investigate the feasibility of brain tumour detection using microwave tomography technique with different numbers of electrodes. The 2D finite element modelling approach is applied, and the images are reconstructed using a linear back projection (LBP) algorithm in MATLAB. A different number of rectangular sensing electrodes are arranged around the head phantom in an elliptical array, working in pairs as transmitters and receivers. The simulation shows that the system is able to detect the permittivity difference, thus detecting the existence of the tumour in the head phantom.Theimage reconstruction presented promising tumour images with an 8-antenna microwave tomography system at all locations, i.e. left, right, top, centre, and bottom, in comparison to 4-antenna and 12-antenna systems.
不同电极数的微波断层成像技术在脑肿瘤成像中的应用研究
脑瘤是由颅骨内不规则的生长和细胞分裂造成的,表明恶性肿瘤发展的风险很高,可能导致脑损伤甚至死亡。根据肿瘤的生长速度和位置,脑肿瘤会影响神经系统的功能。早期发现脑肿瘤对于通过适当的医疗护理提高患者的存活率至关重要。由于目前的临床成像存在一些障碍,如基于辐射和昂贵的,断层扫描技术被认为是可能提供安全和廉价的技术。本研究的目的是探讨微波断层扫描技术在不同电极数量下检测脑肿瘤的可行性。采用二维有限元建模方法,利用MATLAB中的线性反投影(LBP)算法对图像进行重构。不同数量的矩形传感电极以椭圆阵列排列在头部幻像周围,成对地作为发射器和接收器工作。仿真结果表明,该系统能够检测到介电常数差,从而检测到头部幻象中肿瘤的存在。与4天线和12天线系统相比,8天线微波断层扫描系统在所有位置(即左、右、上、中、下)的图像重建显示出有希望的肿瘤图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
International Journal of Integrated Engineering
International Journal of Integrated Engineering ENGINEERING, MULTIDISCIPLINARY-
CiteScore
1.40
自引率
0.00%
发文量
57
期刊介绍: The International Journal of Integrated Engineering (IJIE) is a single blind peer reviewed journal which publishes 3 times a year since 2009. The journal is dedicated to various issues focusing on 3 different fields which are:- Civil and Environmental Engineering. Original contributions for civil and environmental engineering related practices will be publishing under this category and as the nucleus of the journal contents. The journal publishes a wide range of research and application papers which describe laboratory and numerical investigations or report on full scale projects. Electrical and Electronic Engineering. It stands as a international medium for the publication of original papers concerned with the electrical and electronic engineering. The journal aims to present to the international community important results of work in this field, whether in the form of research, development, application or design. Mechanical, Materials and Manufacturing Engineering. It is a platform for the publication and dissemination of original work which contributes to the understanding of the main disciplines underpinning the mechanical, materials and manufacturing engineering. Original contributions giving insight into engineering practices related to mechanical, materials and manufacturing engineering form the core of the journal contents.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信