Differentiation between Epileptic and Psychogenic Nonepileptic Seizures in Electroencephalogram Using Wavelets and Support-Vector Machines
Author:
Affiliation:
1. Electrical Department, Federal Institute of Education, Science and Technology of São Paulo, São Paulo (SP), Brazil
2. Institute of Psychiatry, University of São Paulo, São Paulo (SP), Brazil
Funder
not receive any specific grant
Publisher
Informa UK Limited
Subject
Artificial Intelligence
Link
https://www.tandfonline.com/doi/pdf/10.1080/08839514.2021.2008612
Reference48 articles.
1. Automated seizure prediction
2. Convolutional neural networks for real-time epileptic seizure detection
3. Finding Predictive EEG Complexity Features for Classification of Epileptic and Psychogenic Nonepileptic Seizures Using Imperialist Competitive Algorithm
4. EEG-based classification of epilepsy and PNES: EEG microstate and functional brain network features
5. Applying Support Vector Machines to Imbalanced Datasets
Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time–Frequency Features of EEG Data;International Journal of Neural Systems;2023-08-02
2. Classification of Epileptic and Psychogenic Non-Epileptic Seizures Using Electroencephalography and Electrocardiography;IEEE Transactions on Neural Systems and Rehabilitation Engineering;2023
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