Tumor brain detection through MR images: a review of literature

Today's modern medical imaging research faces the challenge of detecting brain tumor through Magnetic Resonance Images (MRI). Normally, to produce images of soft tissue of human body, MRI images are used by experts. It is used for analysis of human organs to replace surgery. For brain tumor det...

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Main Authors: Al-Tamimi, Mohammed Sabbih Hamoud, Sulong, Ghazali
Format: Article
Published: Asian Research Publishing Network (ARPN) 2014
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Online Access:http://eprints.utm.my/id/eprint/63137/
http://www.jatit.org/volumes/Vol62No2/11Vol62No2.pdf
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spelling my.utm.631372017-07-06T06:04:08Z http://eprints.utm.my/id/eprint/63137/ Tumor brain detection through MR images: a review of literature Al-Tamimi, Mohammed Sabbih Hamoud Sulong, Ghazali QA75 Electronic computers. Computer science Today's modern medical imaging research faces the challenge of detecting brain tumor through Magnetic Resonance Images (MRI). Normally, to produce images of soft tissue of human body, MRI images are used by experts. It is used for analysis of human organs to replace surgery. For brain tumor detection, image segmentation is required. For this purpose, the brain is partitioned into two distinct regions. This is considered to be one of the most important but difficult part of the process of detecting brain tumor. Hence, it is highly necessary that segmentation of the MRI images must be done accurately before asking the computer to do the exact diagnosis. Earlier, a variety of algorithms were developed for segmentation of MRI images by using different tools and techniques. However, this paper presents a comprehensive review of the methods and techniques used to detect brain tumor through MRI image segmentation. Lastly, the paper concludes with a concise discussion and provides a direction toward the upcoming trend of more advanced research studies on brain image segmentation and Tumor detection. Asian Research Publishing Network (ARPN) 2014 Article PeerReviewed Al-Tamimi, Mohammed Sabbih Hamoud and Sulong, Ghazali (2014) Tumor brain detection through MR images: a review of literature. Journal of Theoretical and Applied Information Technology, 62 (2). pp. 387-403. ISSN 1817-3195 http://www.jatit.org/volumes/Vol62No2/11Vol62No2.pdf
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Al-Tamimi, Mohammed Sabbih Hamoud
Sulong, Ghazali
Tumor brain detection through MR images: a review of literature
description Today's modern medical imaging research faces the challenge of detecting brain tumor through Magnetic Resonance Images (MRI). Normally, to produce images of soft tissue of human body, MRI images are used by experts. It is used for analysis of human organs to replace surgery. For brain tumor detection, image segmentation is required. For this purpose, the brain is partitioned into two distinct regions. This is considered to be one of the most important but difficult part of the process of detecting brain tumor. Hence, it is highly necessary that segmentation of the MRI images must be done accurately before asking the computer to do the exact diagnosis. Earlier, a variety of algorithms were developed for segmentation of MRI images by using different tools and techniques. However, this paper presents a comprehensive review of the methods and techniques used to detect brain tumor through MRI image segmentation. Lastly, the paper concludes with a concise discussion and provides a direction toward the upcoming trend of more advanced research studies on brain image segmentation and Tumor detection.
format Article
author Al-Tamimi, Mohammed Sabbih Hamoud
Sulong, Ghazali
author_facet Al-Tamimi, Mohammed Sabbih Hamoud
Sulong, Ghazali
author_sort Al-Tamimi, Mohammed Sabbih Hamoud
title Tumor brain detection through MR images: a review of literature
title_short Tumor brain detection through MR images: a review of literature
title_full Tumor brain detection through MR images: a review of literature
title_fullStr Tumor brain detection through MR images: a review of literature
title_full_unstemmed Tumor brain detection through MR images: a review of literature
title_sort tumor brain detection through mr images: a review of literature
publisher Asian Research Publishing Network (ARPN)
publishDate 2014
url http://eprints.utm.my/id/eprint/63137/
http://www.jatit.org/volumes/Vol62No2/11Vol62No2.pdf
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score 13.160551