Literature DB >> 32561694

Editorial commentary on special issue of Advances in EEG Signal Processing and Machine Learning for Epileptic Seizure Detection and Prediction.

Larbi Boubchir1.   

Abstract

This special issue of The Journal of Biomedical Research features novel studies on epileptic seizure detection and prediction based on advanced EEG signal processing and machine learning algorithms. The articles selected present important findings including new experimental results and theoretical studies.

Entities:  

Keywords:  EEG signal processing; electroencephalography (EEG); epileptic seizure; feature extraction; machine learning

Year:  2020        PMID： 32561694      PMCID： PMC7324273          DOI： 10.7555/JBR.34.20200700

Source DB:  PubMed          Journal:  J Biomed Res        ISSN： 1674-8301


  9 in total

1.  An optimized design of seizure detection system using joint feature extraction of multichannel EEG signals.

Authors:  Dattaprasad Torse; Veena Desai; Rajashri Khanai
Journal:  J Biomed Res       Date:  2019-10-17

2.  EEG epileptic seizure detection and classification based on dual-tree complex wavelet transform and machine learning algorithms.

Authors:  Itaf Ben Slimen; Larbi Boubchir; Zouhair Mbarki; Hassene Seddik
Journal:  J Biomed Res       Date:  2020-04-24

3.  Deep learning approach to detect seizure using reconstructed phase space images.

Authors:  N Ilakiyaselvan; A Nayeemulla Khan; A Shahina
Journal:  J Biomed Res       Date:  2020-01-24

4.  A quadratic linear-parabolic model-based EEG classification to detect epileptic seizures.

Authors:  Antonio Quintero-Rincón; Carlos D'giano; Hadj Batatia
Journal:  J Biomed Res       Date:  2019-08-28

5.  Epileptic seizure detection using EEG signals and extreme gradient boosting.

Authors:  Paul Vanabelle; Pierre De Handschutter; Riëm El Tahry; Mohammed Benjelloun; Mohamed Boukhebouze
Journal:  J Biomed Res       Date:  2019-08-30

6.  Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD.

Authors:  Luis Alfredo Moctezuma; Marta Molinas
Journal:  J Biomed Res       Date:  2019-08-29

7.  Hidden Markov model based epileptic seizure detection using tunable Q wavelet transform.

Authors:  Deba Prasad Dash; Maheshkumar H Kolekar
Journal:  J Biomed Res       Date:  2020-01-22

8.  Epileptic seizure prediction based on EEG spikes detection of ictal-preictal states.

Authors:  Itaf Ben Slimen; Larbi Boubchir; Hassene Seddik
Journal:  J Biomed Res       Date:  2020-02-17

9.  Complexity analysis and dynamic characteristics of EEG using MODWT based entropies for identification of seizure onset.

Authors:  Shivarudhrappa Raghu; Natarajan Sriraam; Yasin Temel; Shyam Vasudeva Rao; Alangar Sathyaranjan Hegde; Pieter L Kubben
Journal:  J Biomed Res       Date:  2019-10-11
  9 in total
  1 in total

1.  Prediction of Seizure Recurrence. A Note of Caution.

Authors:  William J Bosl; Alan Leviton; Tobias Loddenkemper
Journal:  Front Neurol       Date:  2021-05-13       Impact factor: 4.003
  1 in total

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