Epileptic seizure detection based on imbalanced classification and wavelet packet transform

Imbalanced Classification

Spike and epileptic seizure detection using wavelet packet transform based on approximate entropy and energy with artificial neural network

The 5th 2012 Biomedical Engineering International Conference ◽

10.1109/bmeicon.2012.6465481 ◽

2012 ◽

Cited By ~ 6

Author(s):

Patcharin Artameeyanant ◽

Werapon Chiracharit ◽

Kosin Chamnongthai

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Epileptic Seizure ◽

Wavelet Packet ◽

Approximate Entropy ◽

Seizure Detection ◽

Wavelet Packet Transform ◽

Artificial Neural

Automated Real-Time Epileptic Seizure Detection in Scalp EEG Recordings Using an Algorithm Based on Wavelet Packet Transform

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2010.2046417 ◽

2010 ◽

Vol 57 (7) ◽

pp. 1639-1651 ◽

Cited By ~ 107

Author(s):

Ali Shahidi Zandi ◽

Manouchehr Javidan ◽

Guy A Dumont ◽

Reza Tafreshi

Keyword(s):

Real Time ◽

Epileptic Seizure ◽

Wavelet Packet ◽

Seizure Detection ◽

Wavelet Packet Transform ◽

Scalp Eeg ◽

Eeg Recordings

Performance Evaluation of Discrete Wavelet Transform, and Wavelet Packet Decomposition for Automated Focal and Generalized Epileptic Seizure Detection

IETE Journal of Research ◽

10.1080/03772063.2019.1568206 ◽

2019 ◽

pp. 1-21 ◽

Cited By ~ 1

Author(s):

N. J. Sairamya ◽

M. Joel Premkumar ◽

S. Thomas George ◽

M. S. P. Subathra

Keyword(s):

Performance Evaluation ◽

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Epileptic Seizure ◽

Wavelet Packet ◽

Seizure Detection ◽

Discrete Wavelet ◽

Wavelet Packet Decomposition ◽

Performance Evaluation of Machine Learning Classifiers for Epileptic Seizure Detection

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i8.122129 ◽

2019 ◽

Vol 7 (8) ◽

pp. 122-129

Author(s):

Mirwais Farahi ◽

Doreswamy .

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Epileptic Seizure ◽

Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

Epileptic Seizure Detection in EEG via Fusion of Multi-View Attention-Gated U-Net Deep Neural Networks

2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) ◽

10.1109/spmb50085.2020.9353630 ◽

2020 ◽

Author(s):

C. Chatzichristos ◽

J. Dan ◽

A. Mundanad Narayanan ◽

N. Seeuws ◽

K. Vandecasteele ◽

...

Keyword(s):

Neural Networks ◽

Epileptic Seizure ◽

Deep Neural Networks ◽

Seizure Detection ◽

2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

Temporal Analysis for Epileptic Seizure Detection by Using Data Mining Approach

10.1109/hpcc-smartcity-dss50907.2020.00175 ◽

2020 ◽

Author(s):

Francesca Pafferi ◽

Gaetano Zazzaro ◽

Angelo Martone ◽

Paolo Bifulco ◽

Luigi Pavone

Keyword(s):

Data Mining ◽

Epileptic Seizure ◽

Temporal Analysis ◽

Seizure Detection ◽

Data Mining Approach ◽

Using Data

2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA) ◽

Development of a Wearable 3-Risk Factor Accumulated Epileptic Seizure Detection System with IoT Based Warning Alarm

10.1109/iccca49541.2020.9250757 ◽

2020 ◽

Author(s):

Shams Nafisa Ali ◽

Md. Jahin Alam

Keyword(s):

Risk Factor ◽

Epileptic Seizure ◽

Detection System ◽

Seizure Detection ◽

A review of epileptic seizure detection using machine learning classifiers

Brain Informatics ◽

10.1186/s40708-020-00105-1 ◽

2020 ◽

Vol 7 (1) ◽

Cited By ~ 10

Author(s):

Mohammad Khubeb Siddiqui ◽

Ruben Morales-Menendez ◽

Xiaodi Huang ◽

Nasir Hussain

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

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 ◽

Nonlinear Features

Epileptic Seizure Detection With a Reduced Montage: A Way Forward for Ambulatory EEG Devices

IEEE Access ◽

10.1109/access.2020.2983917 ◽

2020 ◽

Vol 8 ◽

pp. 65880-65890 ◽

Cited By ~ 1

Author(s):

Raheel Asif ◽

Sajid Saleem ◽

Syed Ali Hassan ◽

Soltan Abed Alharbi ◽

Awais Mehmood Kamboh

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽