Artifact processing of Epileptic EEG Signals: an overview of different types artifacts

The electroencephalogram (EEG) signal contains a plethora of information regarding a human brain and thus plays a very important role when it comes to the diagnosis of various neurological disorders. The quantitative analysis of epileptic EEG can provide a neurologist additional and very important...

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Main Authors:	Hamal, Abdul Qayoom, Abdul Rahman, Abdul Wahab
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE Computer Society 2013
Subjects:	CC Archaeology QP Physiology
Online Access:	http://irep.iium.edu.my/58171/ http://irep.iium.edu.my/58171/ http://irep.iium.edu.my/58171/ http://irep.iium.edu.my/58171/1/58171_Artifact%20processing_complete%20new.pdf http://irep.iium.edu.my/58171/2/58171_Artifact%20processing_SCOPUS.pdf

id	iium-58171
recordtype	eprints
spelling	iium-581712018-05-05T18:11:21Z http://irep.iium.edu.my/58171/ Artifact processing of Epileptic EEG Signals: an overview of different types artifacts Hamal, Abdul Qayoom Abdul Rahman, Abdul Wahab CC Archaeology QP Physiology The electroencephalogram (EEG) signal contains a plethora of information regarding a human brain and thus plays a very important role when it comes to the diagnosis of various neurological disorders. The quantitative analysis of epileptic EEG can provide a neurologist additional and very important information related to epileptic seizures both in terms of identification and prediction. However, EEG data is always contaminated with different types of artifacts and as such any kind of analysis carried out on such raw data would lead to spurious results. Besides artifact identification and removal techniques, this system should include high quality recording of EEG and minimization of artifacts coming from different sources. Thus any effort towards actualization of an automatic analysis system for EEG in general and epileptic EEG in particular will require an efficient, reliable and robust artifact processing mechanism. The distinction between cerebral electrical activity and artifacts is crucial for actual interpretation and diagnosis. This paper presents various types of artifacts in the epileptic EEG and review of different methods used for identification and removal of these artifacts. IEEE Computer Society 2013 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/58171/1/58171_Artifact%20processing_complete%20new.pdf application/pdf en http://irep.iium.edu.my/58171/2/58171_Artifact%20processing_SCOPUS.pdf Hamal, Abdul Qayoom and Abdul Rahman, Abdul Wahab (2013) Artifact processing of Epileptic EEG Signals: an overview of different types artifacts. In: 2nd International Conference on Advanced Computer Science Applications and Technologies, ACSAT 2013, 23-24 December, 2013, Kuching, Sarawak. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6836606 10.1109/ACSAT.2013.77
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	CC Archaeology QP Physiology
spellingShingle	CC Archaeology QP Physiology Hamal, Abdul Qayoom Abdul Rahman, Abdul Wahab Artifact processing of Epileptic EEG Signals: an overview of different types artifacts
description	The electroencephalogram (EEG) signal contains a plethora of information regarding a human brain and thus plays a very important role when it comes to the diagnosis of various neurological disorders. The quantitative analysis of epileptic EEG can provide a neurologist additional and very important information related to epileptic seizures both in terms of identification and prediction. However, EEG data is always contaminated with different types of artifacts and as such any kind of analysis carried out on such raw data would lead to spurious results. Besides artifact identification and removal techniques, this system should include high quality recording of EEG and minimization of artifacts coming from different sources. Thus any effort towards actualization of an automatic analysis system for EEG in general and epileptic EEG in particular will require an efficient, reliable and robust artifact processing mechanism. The distinction between cerebral electrical activity and artifacts is crucial for actual interpretation and diagnosis. This paper presents various types of artifacts in the epileptic EEG and review of different methods used for identification and removal of these artifacts.
format	Conference or Workshop Item
author	Hamal, Abdul Qayoom Abdul Rahman, Abdul Wahab
author_facet	Hamal, Abdul Qayoom Abdul Rahman, Abdul Wahab
author_sort	Hamal, Abdul Qayoom
title	Artifact processing of Epileptic EEG Signals: an overview of different types artifacts
title_short	Artifact processing of Epileptic EEG Signals: an overview of different types artifacts
title_full	Artifact processing of Epileptic EEG Signals: an overview of different types artifacts
title_fullStr	Artifact processing of Epileptic EEG Signals: an overview of different types artifacts
title_full_unstemmed	Artifact processing of Epileptic EEG Signals: an overview of different types artifacts
title_sort	artifact processing of epileptic eeg signals: an overview of different types artifacts
publisher	IEEE Computer Society
publishDate	2013
url	http://irep.iium.edu.my/58171/ http://irep.iium.edu.my/58171/ http://irep.iium.edu.my/58171/ http://irep.iium.edu.my/58171/1/58171_Artifact%20processing_complete%20new.pdf http://irep.iium.edu.my/58171/2/58171_Artifact%20processing_SCOPUS.pdf
first_indexed	2023-09-18T21:22:14Z
last_indexed	2023-09-18T21:22:14Z
_version_	1777411958975234048

Artifact processing of Epileptic EEG Signals: an overview of different types artifacts

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