Epileptic Multi-seizure Type Classification Using Electroencephalogram Signals from the Temple University Hospital Seizure Corpus: A Review

Niamh McCallan, Scot Davidson, Kok Yew Ng, Pardis Biglarbeigi, D Finlay, Boon Leong Lan, James McLaughlin

Research output: Contribution to journal › Review article › peer-review

13 Citations (Scopus)

264 Downloads (Pure)

13 Citations
4 Conference contribution

4 results

2023
Rebalancing Techniques for Asynchronously Distributed EEG Data to Improve Automatic Seizure Type Classification
McCallan, N., Davidson, S., Ng, K. Y., Biglarbeigi, P., Finlay, D., Lan, B. L. & McLaughlin, J., 10 Apr 2023, (Published online) 2023 57th Annual Conference on Information Sciences and Systems (CISS). IEEE, 6 p. (2023 57th Annual Conference on Information Sciences and Systems (CISS)).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus)
Seizure Classification Using BERT NLP and a Comparison of Source Isolation Techniques with Two Different Time-Frequency Analysis
Davidson, S., McCallan, N., Ng, K. Y., Biglarbeigi, P., Finlay, D., Lan, B. L. & McLaughlin, J., 19 Jan 2023, 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB). IEEE, p. 1-7 7 p. (2022 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2022 - Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2022
Epileptic Seizure Classification Using Combined Labels and a Genetic Algorithm
Davidson, S., McCallan, N., Ng, K. Y., Biglarbeigi, P., Finlay, D., Lan, B. L. & McLaughlin, J., 14 Jun 2022, (Published online) 2022 IEEE 21st Mediterranean Electrotechnical Conference - IEEE MELECON 2022. IEEE, 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access
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71 Downloads (Pure)
Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm
McCallan, N., Davidson, S., Ng, K. Y., Biglarbeigi, P., Finlay, D., Lan, B. L. & McLaughlin, J., 3 Feb 2022, 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 7 p. 1159
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access
File
45 Downloads (Pure)

Epileptic Multi-seizure Type Classification Using Electroencephalogram Signals from the Temple University Hospital Seizure Corpus: A Review

Research output

Search results

Rebalancing Techniques for Asynchronously Distributed EEG Data to Improve Automatic Seizure Type Classification

Seizure Classification Using BERT NLP and a Comparison of Source Isolation Techniques with Two Different Time-Frequency Analysis

Epileptic Seizure Classification Using Combined Labels and a Genetic Algorithm

Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm