Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task
Dyslexic is a medical term referred to people suffering from dyslexia. Dyslexia is viewed as a neurological defect that causes the subject's electrophysiological signal of the brain to process information differently from that of normal children. In this paper, we introduce a two-dimension (2D)...
Published in: | IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet" |
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2-s2.0-84925590049 Mohamad N.B.; Lee K.Y.; Mansor W.; Mahmoodin Z.; Che Wan Fadzal C.W.N.F.; Mohamad S.; Amirin S. Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task 2014 IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet" 10.1109/IECBES.2014.7047585 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84925590049&doi=10.1109%2fIECBES.2014.7047585&partnerID=40&md5=3dba628a330af2f99e19e56a3857bfad Dyslexic is a medical term referred to people suffering from dyslexia. Dyslexia is viewed as a neurological defect that causes the subject's electrophysiological signal of the brain to process information differently from that of normal children. In this paper, we introduce a two-dimension (2D) neural distribution method of analyzing normal and dyslexic children in reading, writing and spelling. The objectives of our experimental study are to extract the unique features, based on comparison between normal, poor dyslexic and capable dyslexic in frequency domain using Spectral Analysis and to study the potential brain area activation using electroencephalogram (EEG) brain imaging method. The 2D result shows that neural activities of normal subject are clearly highlighted on the left hemisphere. In addition, it is found that neural activities of capable dyslexic is higher on the right hemisphere than the left hemisphere, while contrasting result is found with poor dyslexic. © 2014 IEEE. Institute of Electrical and Electronics Engineers Inc. English Conference paper |
author |
Mohamad N.B.; Lee K.Y.; Mansor W.; Mahmoodin Z.; Che Wan Fadzal C.W.N.F.; Mohamad S.; Amirin S. |
spellingShingle |
Mohamad N.B.; Lee K.Y.; Mansor W.; Mahmoodin Z.; Che Wan Fadzal C.W.N.F.; Mohamad S.; Amirin S. Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task |
author_facet |
Mohamad N.B.; Lee K.Y.; Mansor W.; Mahmoodin Z.; Che Wan Fadzal C.W.N.F.; Mohamad S.; Amirin S. |
author_sort |
Mohamad N.B.; Lee K.Y.; Mansor W.; Mahmoodin Z.; Che Wan Fadzal C.W.N.F.; Mohamad S.; Amirin S. |
title |
Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task |
title_short |
Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task |
title_full |
Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task |
title_fullStr |
Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task |
title_full_unstemmed |
Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task |
title_sort |
Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task |
publishDate |
2014 |
container_title |
IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet" |
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doi_str_mv |
10.1109/IECBES.2014.7047585 |
url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84925590049&doi=10.1109%2fIECBES.2014.7047585&partnerID=40&md5=3dba628a330af2f99e19e56a3857bfad |
description |
Dyslexic is a medical term referred to people suffering from dyslexia. Dyslexia is viewed as a neurological defect that causes the subject's electrophysiological signal of the brain to process information differently from that of normal children. In this paper, we introduce a two-dimension (2D) neural distribution method of analyzing normal and dyslexic children in reading, writing and spelling. The objectives of our experimental study are to extract the unique features, based on comparison between normal, poor dyslexic and capable dyslexic in frequency domain using Spectral Analysis and to study the potential brain area activation using electroencephalogram (EEG) brain imaging method. The 2D result shows that neural activities of normal subject are clearly highlighted on the left hemisphere. In addition, it is found that neural activities of capable dyslexic is higher on the right hemisphere than the left hemisphere, while contrasting result is found with poor dyslexic. © 2014 IEEE. |
publisher |
Institute of Electrical and Electronics Engineers Inc. |
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English |
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Conference paper |
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scopus |
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Scopus |
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1809677912770609152 |