Brain tumor detection and size estimation using microwave imaging

This project focuses on developing an antenna that utilising microwave imaging technology for visualising, detecting, and estimating the size of human tumors using simulation approach. A rectangular microstrip patch antenna is chosen for its advantages of low cost, convenience, efficiency, and compa...

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Main Authors: Mohamad Hamizi Limbah, Dayangku Malisa Agku Mohd Ridzwan, Herwansyah Lago, Ahmad Razani Haron, Pungut Ibrahim, Megat Muhammad Ikhsan Megat Hasnan, Nur Aqilah Mohamad, Chai Chang Yii, Markus Diantoro
Format: Article
Language:English
English
Published: Semarak Ilmu Publishing 2025
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Online Access:https://eprints.ums.edu.my/id/eprint/41754/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/41754/2/FULL%20TEXT.pdf
https://eprints.ums.edu.my/id/eprint/41754/
https://doi.org/10.37934/aram.126.1.178187
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spelling my.ums.eprints.417542024-11-06T06:18:20Z https://eprints.ums.edu.my/id/eprint/41754/ Brain tumor detection and size estimation using microwave imaging Mohamad Hamizi Limbah Dayangku Malisa Agku Mohd Ridzwan Herwansyah Lago Ahmad Razani Haron Pungut Ibrahim Megat Muhammad Ikhsan Megat Hasnan Nur Aqilah Mohamad Chai Chang Yii Markus Diantoro QP351-495 Neurophysiology and neuropsychology RC71-78.7 Examination. Diagnosis Including radiography TA1-2040 Engineering (General). Civil engineering (General) This project focuses on developing an antenna that utilising microwave imaging technology for visualising, detecting, and estimating the size of human tumors using simulation approach. A rectangular microstrip patch antenna is chosen for its advantages of low cost, convenience, efficiency, and compactness, offering a non-ionised alternative. To meet the antenna specifications, rectangular slots are incorporated into the design. The antenna performs effectively at 7.5 GHz, exhibiting a return loss of -24.20383 dB, well below the -10 dB threshold. Placing the antenna 15 mm away from the human brain model results in a specific absorption rate (SAR) value of 0.2 W/kg for 10g, indicating its safety for brain imaging. By scanning a human head phantom with and without a tumor, the antenna captures reflected signals from different locations, enabling the generation of tumour images. A 10-mm-radius tumor is introduced to the phantom, and the unique reflected signal serves as an indicator for tumor detection, using the signal without a tumor as a reference. MATLAB software is employed for image processing, allowing the generation of tumour images and the estimation of tumor size. The simulation results demonstrate 63% accuracy in tumor size estimation. In conclusion, the antenna proves to be a safe and effective brain imaging system for tumor detection. Semarak Ilmu Publishing 2025 Article NonPeerReviewed text en https://eprints.ums.edu.my/id/eprint/41754/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/41754/2/FULL%20TEXT.pdf Mohamad Hamizi Limbah and Dayangku Malisa Agku Mohd Ridzwan and Herwansyah Lago and Ahmad Razani Haron and Pungut Ibrahim and Megat Muhammad Ikhsan Megat Hasnan and Nur Aqilah Mohamad and Chai Chang Yii and Markus Diantoro (2025) Brain tumor detection and size estimation using microwave imaging. Journal of Advanced Research in Applied Mechanics, 126. pp. 178-187. ISSN 2289-7895 https://doi.org/10.37934/aram.126.1.178187
institution Universiti Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
English
topic QP351-495 Neurophysiology and neuropsychology
RC71-78.7 Examination. Diagnosis Including radiography
TA1-2040 Engineering (General). Civil engineering (General)
spellingShingle QP351-495 Neurophysiology and neuropsychology
RC71-78.7 Examination. Diagnosis Including radiography
TA1-2040 Engineering (General). Civil engineering (General)
Mohamad Hamizi Limbah
Dayangku Malisa Agku Mohd Ridzwan
Herwansyah Lago
Ahmad Razani Haron
Pungut Ibrahim
Megat Muhammad Ikhsan Megat Hasnan
Nur Aqilah Mohamad
Chai Chang Yii
Markus Diantoro
Brain tumor detection and size estimation using microwave imaging
description This project focuses on developing an antenna that utilising microwave imaging technology for visualising, detecting, and estimating the size of human tumors using simulation approach. A rectangular microstrip patch antenna is chosen for its advantages of low cost, convenience, efficiency, and compactness, offering a non-ionised alternative. To meet the antenna specifications, rectangular slots are incorporated into the design. The antenna performs effectively at 7.5 GHz, exhibiting a return loss of -24.20383 dB, well below the -10 dB threshold. Placing the antenna 15 mm away from the human brain model results in a specific absorption rate (SAR) value of 0.2 W/kg for 10g, indicating its safety for brain imaging. By scanning a human head phantom with and without a tumor, the antenna captures reflected signals from different locations, enabling the generation of tumour images. A 10-mm-radius tumor is introduced to the phantom, and the unique reflected signal serves as an indicator for tumor detection, using the signal without a tumor as a reference. MATLAB software is employed for image processing, allowing the generation of tumour images and the estimation of tumor size. The simulation results demonstrate 63% accuracy in tumor size estimation. In conclusion, the antenna proves to be a safe and effective brain imaging system for tumor detection.
format Article
author Mohamad Hamizi Limbah
Dayangku Malisa Agku Mohd Ridzwan
Herwansyah Lago
Ahmad Razani Haron
Pungut Ibrahim
Megat Muhammad Ikhsan Megat Hasnan
Nur Aqilah Mohamad
Chai Chang Yii
Markus Diantoro
author_facet Mohamad Hamizi Limbah
Dayangku Malisa Agku Mohd Ridzwan
Herwansyah Lago
Ahmad Razani Haron
Pungut Ibrahim
Megat Muhammad Ikhsan Megat Hasnan
Nur Aqilah Mohamad
Chai Chang Yii
Markus Diantoro
author_sort Mohamad Hamizi Limbah
title Brain tumor detection and size estimation using microwave imaging
title_short Brain tumor detection and size estimation using microwave imaging
title_full Brain tumor detection and size estimation using microwave imaging
title_fullStr Brain tumor detection and size estimation using microwave imaging
title_full_unstemmed Brain tumor detection and size estimation using microwave imaging
title_sort brain tumor detection and size estimation using microwave imaging
publisher Semarak Ilmu Publishing
publishDate 2025
url https://eprints.ums.edu.my/id/eprint/41754/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/41754/2/FULL%20TEXT.pdf
https://eprints.ums.edu.my/id/eprint/41754/
https://doi.org/10.37934/aram.126.1.178187
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score 13.214268