Effective method for epileptic and nonepileptic seizure classification

Mapping Intimacies ◽

10.1016/b978-0-32-391120-7.00010-4 ◽

2022 ◽

pp. 125-145

Author(s):

Varsha K. Harpale ◽

Vinayak K. Bairagi

Keyword(s):

Seizure Classification

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Autonomous Deep Feature Extraction based Method for Epileptic EEG Brain Seizure Classification

Neurocomputing ◽

10.1016/j.neucom.2021.02.052 ◽

2021 ◽

Author(s):

Mitchell Woodbright ◽

Brijesh Verma ◽

Ali Haidar

Keyword(s):

Feature Extraction ◽

Deep Feature ◽

Deep Feature Extraction ◽

Seizure Classification

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Multiresolution directed transfer function approach for segment-wise seizure classification of epileptic EEG signal

Cognitive Neurodynamics ◽

10.1007/s11571-021-09773-z ◽

2022 ◽

Author(s):

Dhanalekshmi P. Yedurkar ◽

Shilpa P. Metkar ◽

Thompson Stephan

Keyword(s):

Transfer Function ◽

Function Approach ◽

Directed Transfer Function ◽

Seizure Classification

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An efficient epileptic seizure classification system using empirical wavelet transform and multi-fuse reduced deep convolutional neural network with digital implementation

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103281 ◽

2022 ◽

Vol 72 ◽

pp. 103281

Author(s):

Susanta Kumar Rout ◽

Mrutyunjaya Sahani ◽

Chinmayee Dora ◽

Pradyut Kumar Biswal ◽

Birendra Biswal

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Convolutional Neural Network ◽

Epileptic Seizure ◽

Classification System ◽

Deep Convolutional Neural Network ◽

Digital Implementation ◽

Empirical Wavelet Transform ◽

Seizure Classification

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Application of Deep Learning to Seizure Classification

Advances in Diagnostics of Processes and Systems - Studies in Systems, Decision and Control ◽

10.1007/978-3-030-58964-6_12 ◽

2020 ◽

pp. 157-172

Author(s):

Krzysztof Patan ◽

Grzegorz Rutkowski

Keyword(s):

Deep Learning ◽

Seizure Classification

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Overcoming drawback of feature instantaneous bandwidth using EMD for epileptic seizure classification by RMS frequency

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2016.7844422 ◽

2016 ◽

Author(s):

Arindam G. Mahapatra ◽

Keiichi Horio

Keyword(s):

Epileptic Seizure ◽

Seizure Classification

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PCA and SVM Technique for Epileptic Seizure Classification

10.1109/discover52564.2021.9663616 ◽

2021 ◽

Author(s):

Mohammad Asif Raibag ◽

J. Vijay Franklin

Keyword(s):

Epileptic Seizure ◽

Seizure Classification

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Frequency Bands Selection for Seizure Classification and Forecasting Using NLP, Random Forest and SVM Models

10.1007/978-3-030-86993-9_29 ◽

2021 ◽

pp. 310-320

Author(s):

Ziwei Wang ◽

Paolo Mengoni

Keyword(s):

Random Forest ◽

Frequency Bands ◽

Selection For ◽

Seizure Classification

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A Hybrid Mathematical Model Using DWT and SVM for Epileptic Seizure Classification

Communications in Computer and Information Science - Artificial Intelligence and Sustainable Computing for Smart City ◽

10.1007/978-3-030-82322-1_15 ◽

2021 ◽

pp. 203-218

Author(s):

Jigyasa Nayak ◽

Jasdeep Kaur ◽

Akash Tayal

Keyword(s):

Mathematical Model ◽

Epileptic Seizure ◽

Seizure Classification

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Seizure Classification on Epileptic EEG Using IMF-Entropy and Support Vector Machine

Proceedings of the 1st International Conference on Electronics, Biomedical Engineering, and Health Informatics - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-33-6926-9_33 ◽

2021 ◽

pp. 387-395

Author(s):

Achmad Rizal ◽

Inung Wijayanto ◽

Sugondo Hadiyoso

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Seizure Classification

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Epileptic Seizure Classification With Symmetric and Hybrid Bilinear Models

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2020.2984128 ◽

2020 ◽

Vol 24 (10) ◽

pp. 2844-2851 ◽

Author(s):

Tennison Liu ◽

Nhan Duy Truong ◽

Armin Nikpour ◽

Luping Zhou ◽

Omid Kavehei

Keyword(s):

Epileptic Seizure ◽

Bilinear Models ◽

Seizure Classification

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