Cover Image

Analysis methods of EEG signals: A review in EEG application for brain disorder

The electroencephalograph (EEG) is a medical modality that plays crucial roles in detecting, displaying and recording electrical activity in the brain. This paper reviews the analysis method of EEG signal for common diseases in Malaysia which are autism, Cerebral Palsy (CP), Parkinson and schizophre...

Full description

Saved in:
Bibliographic Details
Main Authors: Abd. Rahman, Faridah, Othman, Mohd. Fauzi, Shaharuddin, Nurul Aimi
Format: Article
Language:English
Published: Penerbit UTM Press 2015
Subjects:
T Technology (General)
Online Access:http://eprints.utm.my/id/eprint/57801/1/FaridahAbdRahman2015_AnalysisMethodsofEEGSignals.pdf
http://eprints.utm.my/id/eprint/57801/
http://dx.doi.org/10.11113/jt.v72.3886
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.57801
record_format eprints
spelling my.utm.578012021-08-02T08:18:00Z http://eprints.utm.my/id/eprint/57801/ Analysis methods of EEG signals: A review in EEG application for brain disorder Abd. Rahman, Faridah Othman, Mohd. Fauzi Shaharuddin, Nurul Aimi T Technology (General) The electroencephalograph (EEG) is a medical modality that plays crucial roles in detecting, displaying and recording electrical activity in the brain. This paper reviews the analysis method of EEG signal for common diseases in Malaysia which are autism, Cerebral Palsy (CP), Parkinson and schizophrenia from Malaysian and worldwide research paper that has been published. Fast Fourier Transform, Short Time Fourier Transform (STFT) and event-related potential (ERP) are some of the techniques used in analyzing EEG signal were discussed in this paper. It can be concluded that EEG plays its role as a detection tool to detect the disease in the early stage, rehabilitation, classification or as an assistive tool for the patient according to the needs of the diseases. Penerbit UTM Press 2015 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/57801/1/FaridahAbdRahman2015_AnalysisMethodsofEEGSignals.pdf Abd. Rahman, Faridah and Othman, Mohd. Fauzi and Shaharuddin, Nurul Aimi (2015) Analysis methods of EEG signals: A review in EEG application for brain disorder. Jurl Teknologi, 72 . pp. 67-72. ISSN 1279-696 http://dx.doi.org/10.11113/jt.v72.3886
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/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Abd. Rahman, Faridah
Othman, Mohd. Fauzi
Shaharuddin, Nurul Aimi
Analysis methods of EEG signals: A review in EEG application for brain disorder
description The electroencephalograph (EEG) is a medical modality that plays crucial roles in detecting, displaying and recording electrical activity in the brain. This paper reviews the analysis method of EEG signal for common diseases in Malaysia which are autism, Cerebral Palsy (CP), Parkinson and schizophrenia from Malaysian and worldwide research paper that has been published. Fast Fourier Transform, Short Time Fourier Transform (STFT) and event-related potential (ERP) are some of the techniques used in analyzing EEG signal were discussed in this paper. It can be concluded that EEG plays its role as a detection tool to detect the disease in the early stage, rehabilitation, classification or as an assistive tool for the patient according to the needs of the diseases.
format Article
author Abd. Rahman, Faridah
Othman, Mohd. Fauzi
Shaharuddin, Nurul Aimi
author_facet Abd. Rahman, Faridah
Othman, Mohd. Fauzi
Shaharuddin, Nurul Aimi
author_sort Abd. Rahman, Faridah
title Analysis methods of EEG signals: A review in EEG application for brain disorder
title_short Analysis methods of EEG signals: A review in EEG application for brain disorder
title_full Analysis methods of EEG signals: A review in EEG application for brain disorder
title_fullStr Analysis methods of EEG signals: A review in EEG application for brain disorder
title_full_unstemmed Analysis methods of EEG signals: A review in EEG application for brain disorder
title_sort analysis methods of eeg signals: a review in eeg application for brain disorder
publisher Penerbit UTM Press
publishDate 2015
url http://eprints.utm.my/id/eprint/57801/1/FaridahAbdRahman2015_AnalysisMethodsofEEGSignals.pdf
http://eprints.utm.my/id/eprint/57801/
http://dx.doi.org/10.11113/jt.v72.3886
_version_ 1707765832783757312
score 13.223943

Similar Items