EEG Database of Epileptic Patients

Epilepsy is a neurological disorder characterized by different symptoms, including seizures, stiffness of muscles, uncontrollable movement of the body, and multiple psychological abnormalities. Electroencephalogram (EEG) is extensively used in the diagnosis of epilepsy. The presence of abnormal wave complexes observed in the EEG signal helps in the diagnosis of epilepsy. There are multiple databases containing EEG signals from epileptic patients, which are used in developing support systems for neurologists to augment the diagnosis or prediction of epilepsy. However, few epilepsy databases are specific to the South-Asian region. Of these databases, no continuous recording of EEG signals with multiple wave complexes in unipolar and bipolar EEG signals is provided. This study aims to publish the first South-Asian database containing continuous EEG signals from chronic epileptic patients with multiple wave complexes in unipolar and bipolar formats. Moreover, apart from the wave complexes, the EEG recordings have also been marked for artifacts which may be used to train the system for automatic rejection of the artifact noise from the EEG epileptic signals.

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Publication Details

Published
2024-12-03
DOI
https://doi.org/10.1109/bibm62325.2024.10822297
Primary Topic
EEG and Brain-Computer Interfaces
Type
article
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article

EEG Database of Epileptic Patients

Noor Fatima, Wala Saadeh, Mujeeb-Ur-Rehman Abid Butt, Muhammad Awais Bin Altaf et al.
EEG and Brain-Computer Interfaces
article

EEG Database of Epileptic Patients

Noor Fatima, Wala Saadeh, Mujeeb-Ur-Rehman Abid Butt, Muhammad Awais Bin Altaf, Nadeem Ahmad Khan, Rushda Basir
article en

Abstract

Epilepsy is a neurological disorder characterized by different symptoms, including seizures, stiffness of muscles, uncontrollable movement of the body, and multiple psychological abnormalities. Electroencephalogram (EEG) is extensively used in the diagnosis of epilepsy. The presence of abnormal wave complexes observed in the EEG signal helps in the diagnosis of epilepsy. There are multiple databases containing EEG signals from epileptic patients, which are used in developing support systems for neurologists to augment the diagnosis or prediction of epilepsy. However, few epilepsy databases are specific to the South-Asian region. Of these databases, no continuous recording of EEG signals with multiple wave complexes in unipolar and bipolar EEG signals is provided. This study aims to publish the first South-Asian database containing continuous EEG signals from chronic epileptic patients with multiple wave complexes in unipolar and bipolar formats. Moreover, apart from the wave complexes, the EEG recordings have also been marked for artifacts which may be used to train the system for automatic rejection of the artifact noise from the EEG epileptic signals.

Lahore University of Management Sciences (PK), Shalamar Hospital (PK)
Openalex Percentile: Top 74%
EEG and Brain-Computer Interfaces
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EEG Database of Epileptic Patients — Noor Fatima, Wala Saadeh, et al. · (2024) | TGRS Research Map | TGRS