Volume of interest-based fractal analysis of Huffaz’s Brain

The robust process in memorising the Quran is expected to cause neuroplasticity changes in the brain. To date, the analysis of neuroplasticity is limited in binary images because greyscale analysis requires the usage of more robust processing techniques. This research work aims to explore and charac...

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Main Authors: Jamaludin, Iqbal, Che Azemin, Mohd Zulfaezal, Mohd Tamrin, Mohd Izzuddin, Sapuan, Abdul HaliM
Format: Article
Language:English
Published: Multidisciplinary Digital Publishing Institute (MDPI) 2022
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Online Access:http://irep.iium.edu.my/98859/7/98859_Volume%20of%20interest-based%20fractal%20analysis%20of%20Huffaz%E2%80%99s%20Brain.pdf
http://irep.iium.edu.my/98859/
https://www.mdpi.com/2504-3110/6/7/396/htm
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Institution: Universiti Islam Antarabangsa Malaysia
Language: English
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spelling my.iium.irep.988592022-07-20T08:30:25Z http://irep.iium.edu.my/98859/ Volume of interest-based fractal analysis of Huffaz’s Brain Jamaludin, Iqbal Che Azemin, Mohd Zulfaezal Mohd Tamrin, Mohd Izzuddin Sapuan, Abdul HaliM QA75 Electronic computers. Computer science QM Human anatomy The robust process in memorising the Quran is expected to cause neuroplasticity changes in the brain. To date, the analysis of neuroplasticity is limited in binary images because greyscale analysis requires the usage of more robust processing techniques. This research work aims to explore and characterise the complexity of textual memorisation brain structures using fractal analysis between huffaz and non-huffaz applying global box-counting, global Fourier fractal dimension (FFD), and volume of interest (VOI)-based analysis. The study recruited 47 participants from IIUM Kuantan Campus. The huffaz group had their 18 months of systematic memorisation training. The brain images were acquired by using MRI. Global box-counting and FFD analysis were conducted on the brain. Magnetic resonance imaging (MRI) found no significant statistical difference between brains of huffaz and non-huffaz. VOI-based analysis found nine significant areas: two for box-counting analysis (angular gyrus and medial temporal gyrus), six for FFD analysis (BA20, BA30, anterior cingulate, fusiform gyrus, inferior temporal gyrus, and frontal lobe), and only a single area (BA33) showed significant volume differences between huffaz and non huffaz. The results have highlighted the sensitivity of VOI based analysis because of its local nature, as compared to the global analysis by box-counting and FFD. Multidisciplinary Digital Publishing Institute (MDPI) 2022-07-19 Article PeerReviewed application/pdf en http://irep.iium.edu.my/98859/7/98859_Volume%20of%20interest-based%20fractal%20analysis%20of%20Huffaz%E2%80%99s%20Brain.pdf Jamaludin, Iqbal and Che Azemin, Mohd Zulfaezal and Mohd Tamrin, Mohd Izzuddin and Sapuan, Abdul HaliM (2022) Volume of interest-based fractal analysis of Huffaz’s Brain. Fractal and Fractional, 6 (7). E-ISSN 2504-3110 https://www.mdpi.com/2504-3110/6/7/396/htm 10.3390/fractalfract6070396
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic QA75 Electronic computers. Computer science
QM Human anatomy
spellingShingle QA75 Electronic computers. Computer science
QM Human anatomy
Jamaludin, Iqbal
Che Azemin, Mohd Zulfaezal
Mohd Tamrin, Mohd Izzuddin
Sapuan, Abdul HaliM
Volume of interest-based fractal analysis of Huffaz’s Brain
description The robust process in memorising the Quran is expected to cause neuroplasticity changes in the brain. To date, the analysis of neuroplasticity is limited in binary images because greyscale analysis requires the usage of more robust processing techniques. This research work aims to explore and characterise the complexity of textual memorisation brain structures using fractal analysis between huffaz and non-huffaz applying global box-counting, global Fourier fractal dimension (FFD), and volume of interest (VOI)-based analysis. The study recruited 47 participants from IIUM Kuantan Campus. The huffaz group had their 18 months of systematic memorisation training. The brain images were acquired by using MRI. Global box-counting and FFD analysis were conducted on the brain. Magnetic resonance imaging (MRI) found no significant statistical difference between brains of huffaz and non-huffaz. VOI-based analysis found nine significant areas: two for box-counting analysis (angular gyrus and medial temporal gyrus), six for FFD analysis (BA20, BA30, anterior cingulate, fusiform gyrus, inferior temporal gyrus, and frontal lobe), and only a single area (BA33) showed significant volume differences between huffaz and non huffaz. The results have highlighted the sensitivity of VOI based analysis because of its local nature, as compared to the global analysis by box-counting and FFD.
format Article
author Jamaludin, Iqbal
Che Azemin, Mohd Zulfaezal
Mohd Tamrin, Mohd Izzuddin
Sapuan, Abdul HaliM
author_facet Jamaludin, Iqbal
Che Azemin, Mohd Zulfaezal
Mohd Tamrin, Mohd Izzuddin
Sapuan, Abdul HaliM
author_sort Jamaludin, Iqbal
title Volume of interest-based fractal analysis of Huffaz’s Brain
title_short Volume of interest-based fractal analysis of Huffaz’s Brain
title_full Volume of interest-based fractal analysis of Huffaz’s Brain
title_fullStr Volume of interest-based fractal analysis of Huffaz’s Brain
title_full_unstemmed Volume of interest-based fractal analysis of Huffaz’s Brain
title_sort volume of interest-based fractal analysis of huffaz’s brain
publisher Multidisciplinary Digital Publishing Institute (MDPI)
publishDate 2022
url http://irep.iium.edu.my/98859/7/98859_Volume%20of%20interest-based%20fractal%20analysis%20of%20Huffaz%E2%80%99s%20Brain.pdf
http://irep.iium.edu.my/98859/
https://www.mdpi.com/2504-3110/6/7/396/htm
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