A channel-wise attention-based representation learning method for epileptic seizure detection and type classification
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Computer Science
Link
https://link.springer.com/content/pdf/10.1007/s12652-023-04609-6.pdf
Reference45 articles.
1. Abbasi MU, Rashad A, Basalamah A, Tariq M (2019) Detection of epilepsy seizures in neo-natal eeg using lstm architecture. IEEE Access 7:179074
2. Ahmedt-Aristizabal D, Fernando T, Denman S, Petersson L, Aburn MJ, Fookes C (2019) Neural memory networks for robust classification of seizure type. arXiv:1912.04968
3. Asif U, Roy S, Tang J, Harrer S (2020) Seizurenet: multi-spectral deep feature learning for seizure type classification. In: Machine learning in clinical neuroimaging and radiogenomics in neuro-oncology
4. Baghdadi A, Fourati R, Aribi Y, Daoud S, Dammak M, Mhiri C, Chabchoub H, Siarry P, Alimi A (2023) A channel-wise attention-based representation learning method for epileptic seizure detection and type classification. Preprint on TechRxiv,2023. https://doi.org/10.36227/techrxiv.17087147.v1
5. Baghdadi A, Aribi Y, Fourati R, Halouani N, Siarry P, Alimi A (2020a) Psychological stimulation for anxious states detection based on eeg-related features. J Ambient Intell Humaniz Comput 1
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