Application of tunable-Q wavelet transform based nonlinear features in epileptic seizure detection

Analog Integrated Circuits and Signal Processing ◽

10.1007/s10470-019-01424-y ◽

2019 ◽

Vol 100 (2) ◽

pp. 437-452

Author(s):

Komal Jindal ◽

Rahul Upadhyay ◽

Hari Shankar Singh

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Nonlinear Features

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Subbands and cumulative sum of subbands based nonlinear features enhance the performance of epileptic seizure detection

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.102827 ◽

2021 ◽

Vol 69 ◽

pp. 102827

Author(s):

Tao Zhang ◽

Zhiwu Han ◽

Xiaojuan Chen ◽

Wanzhong Chen

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Cumulative Sum ◽

Epileptic Seizure Detection ◽

Nonlinear Features

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Realization of epileptic seizure detection in EEG signal using wavelet transform and SVM classifier

2017 International Conference on Signal Processing and Communication (ICSPC) ◽

10.1109/cspc.2017.8305848 ◽

2017 ◽

Author(s):

D. Selvathi ◽

V. Krishna Meera

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Svm Classifier ◽

Epileptic Seizure Detection

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Epileptic seizure detection in EEG signals using tunable-Q factor wavelet transform and bootstrap aggregating

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2016.09.008 ◽

2016 ◽

Vol 137 ◽

pp. 247-259 ◽

Author(s):

Ahnaf Rashik Hassan ◽

Siuly Siuly ◽

Yanchun Zhang

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Q Factor ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Bootstrap Aggregating

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Epileptic seizure detection in grouped multi-channel EEG signal using ICA and wavelet transform

Proceedings of 2010 IEEE International Symposium on Circuits and Systems ◽

10.1109/iscas.2010.5537262 ◽

2010 ◽

Author(s):

Han-Yen Chang ◽

Sheng-Chih Yang ◽

Sheng-Hsing Lan ◽

Pau-Choo Chung

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection

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Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2017.07.022 ◽

2018 ◽

Vol 39 ◽

pp. 94-102 ◽

Author(s):

Emina Alickovic ◽

Jasmin Kevric ◽

Abdulhamit Subasi

Keyword(s):

Performance Evaluation ◽

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Empirical Mode Decomposition ◽

Epileptic Seizure ◽

Seizure Detection ◽

Discrete Wavelet ◽

Epileptic Seizure Detection ◽

Mode Decomposition

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EPILEPTIC SEIZURE DETECTION USING A NEURAL NETWORK ENSEMBLE METHOD AND WAVELET TRANSFORM

Neural Network World ◽

10.14311/nnw.2012.22.017 ◽

2012 ◽

Vol 22 (3) ◽

pp. 291-310 ◽

Author(s):

Reza Ebrahimpour ◽

Kioumars Babakhani ◽

Seyed Ali Asghar Abbaszadeh Arani ◽

Saeed Masoudnia

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Ensemble Method ◽

Neural Network Ensemble ◽

Epileptic Seizure Detection

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Epileptic seizure detection using wavelet transform based sample entropy and support vector machine

2012 IEEE International Conference on Information and Automation ◽

10.1109/icinfa.2012.6246920 ◽

2012 ◽

Author(s):

Ling Han ◽

Hong Wang ◽

Cong Liu ◽

Chunsheng Li

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Sample Entropy ◽

Support Vector ◽

Epileptic Seizure Detection

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Epileptic seizure detection from EEG signal using Flexible Analytical Wavelet Transform

2017 International Conference on Computer, Communications and Electronics (Comptelix) ◽

10.1109/comptelix.2017.8003940 ◽

2017 ◽

Author(s):

K. Jindal ◽

R. Upadhyay

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection

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Stationary Wavelet Transform for Automatic Epileptic Seizure Detection

Communications in Computer and Information Science - Information and Communication Technology for Development for Africa ◽

10.1007/978-3-030-26630-1_4 ◽

2019 ◽

pp. 38-45

Author(s):

Gebremichael Shiferaw ◽

Adane Mamuye ◽

Marco Piangerelli

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Stationary Wavelet Transform ◽

Epileptic Seizure Detection

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A framework on wavelet-based nonlinear features and extreme learning machine for epileptic seizure detection

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2013.11.010 ◽

2014 ◽

Vol 10 ◽

pp. 1-10 ◽

Author(s):

Lan-Lan Chen ◽

Jian Zhang ◽

Jun-Zhong Zou ◽

Chen-Jie Zhao ◽

Gui-Song Wang

Keyword(s):

Extreme Learning Machine ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Nonlinear Features ◽

Learning Machine

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