Seizure detection in EEG signals: a comparison of different approaches.
In this paper, the performance of traditional variance-based method for detection of epileptic seizures in EEG signals are compared with various methods based on nonlinear time series analysis, entropies, logistic regression,discrete wavelet transform and time frequency distributions.We noted that v...
| Main Authors: | , , |
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| Format: | Journal article |
| Language: | English |
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2006
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| _version_ | 1797062648166088704 |
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| author | Mohseni, H Maghsoudi, A Shamsollahi, M |
| author_facet | Mohseni, H Maghsoudi, A Shamsollahi, M |
| author_sort | Mohseni, H |
| collection | OXFORD |
| description | In this paper, the performance of traditional variance-based method for detection of epileptic seizures in EEG signals are compared with various methods based on nonlinear time series analysis, entropies, logistic regression,discrete wavelet transform and time frequency distributions.We noted that variance-based method in compare to the mentioned methods had the best result (100%) applied on the same database. |
| first_indexed | 2024-03-06T20:48:33Z |
| format | Journal article |
| id | oxford-uuid:36c67f7e-e2ad-49be-a0e6-a490fe483327 |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-06T20:48:33Z |
| publishDate | 2006 |
| record_format | dspace |
| spelling | oxford-uuid:36c67f7e-e2ad-49be-a0e6-a490fe4833272022-03-26T13:40:00ZSeizure detection in EEG signals: a comparison of different approaches.Journal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:36c67f7e-e2ad-49be-a0e6-a490fe483327EnglishSymplectic Elements at Oxford2006Mohseni, HMaghsoudi, AShamsollahi, MIn this paper, the performance of traditional variance-based method for detection of epileptic seizures in EEG signals are compared with various methods based on nonlinear time series analysis, entropies, logistic regression,discrete wavelet transform and time frequency distributions.We noted that variance-based method in compare to the mentioned methods had the best result (100%) applied on the same database. |
| spellingShingle | Mohseni, H Maghsoudi, A Shamsollahi, M Seizure detection in EEG signals: a comparison of different approaches. |
| title | Seizure detection in EEG signals: a comparison of different approaches. |
| title_full | Seizure detection in EEG signals: a comparison of different approaches. |
| title_fullStr | Seizure detection in EEG signals: a comparison of different approaches. |
| title_full_unstemmed | Seizure detection in EEG signals: a comparison of different approaches. |
| title_short | Seizure detection in EEG signals: a comparison of different approaches. |
| title_sort | seizure detection in eeg signals a comparison of different approaches |
| work_keys_str_mv | AT mohsenih seizuredetectionineegsignalsacomparisonofdifferentapproaches AT maghsoudia seizuredetectionineegsignalsacomparisonofdifferentapproaches AT shamsollahim seizuredetectionineegsignalsacomparisonofdifferentapproaches |