Performance evaluation for compression-accuracy trade-off using compressive sensing for EEG-based epileptic seizure detection in wireless tele-monitoring

Tele Monitoring

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

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 ◽

Cited By ~ 114

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 ◽

Mode Decomposition

A review of feature extraction and performance evaluation in epileptic seizure detection using EEG

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2019.101702 ◽

2020 ◽

Vol 57 ◽

pp. 101702 ◽

Cited By ~ 12

Author(s):

Poomipat Boonyakitanont ◽

Apiwat Lek-uthai ◽

Krisnachai Chomtho ◽

Jitkomut Songsiri

Keyword(s):

Feature Extraction ◽

Performance Evaluation ◽

Epileptic Seizure ◽

Seizure Detection ◽

And Performance

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 ◽

2013 4th Annual International Conference on Energy Aware Computing Systems and Applications (ICEAC) ◽

Design and analysis of an adaptive compressive sensing architecture for epileptic seizure detection

10.1109/iceac.2013.6737653 ◽

2013 ◽

Cited By ~ 2

Author(s):

Ramy Hussein ◽

Amr Mohamed ◽

Masoud Alghoniemy ◽

Alaa Awad

Keyword(s):

Compressive Sensing ◽

Epileptic Seizure ◽

Seizure Detection ◽

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