Wavelet based automatic seizure detection in intracerebral electroencephalogram.

Keywords

Electroencephalography, False alarm, Epilepsy, Sensitivity (control systems), Pattern recognition (psychology)

References

• Introduction to Wavelets and Wavelet Transforms: A PrimerC.S. Burrus, Ramesh A. Gopinath, Haitao Guo — 1997
• Automatic recognition of epileptic seizures in the EEG.Jean Gotman — 1982
• Time-frequency analysis of electrophysiology signals in epilepsyWilliam J. Williams, Hitten P. Zaveri, J. Chris Sackellares — 1995
• Real‐Time Automated Detection and Quantitative Analysis of Seizures and Short‐Term Prediction of Clinical OnsetIvan Osorio, Mark G. Frei, Steven B. Wilkinson — 1998
• A practical analysis of computer based seizure detection during continuous video-EEG monitoring.Martin Salinsky — 1997
• Long-term EEG-video-audio monitoring: computer detection of focal EEG seizure patterns.Flavia Pauri, Francesco Pierelli, Gian‐Emilio Chatrian — 1992
• An approach to seizure detection using an artificial neural network (ANN).W. R. Webber, Ronald P. Lesser, Russell T. Richardson — 1996
• Automated seizure detection using a self-organizing neural network.Andrew J. Gabor, Richard R. Leach, Farid Dowla — 1996
• A seizure warning system for long-term epilepsy monitoringHao Qu, Jean Gotman — 1995
• Automatic recognition and quantification of interictal epileptic activity in the human scalp EEG.Jean Gotman, P. Gloor — 1976
• Seizure detection using a self-organizing neural network: validation and comparison with other detection strategies.Andrew J. Gabor — 1998
• Patient awareness of seizuresDavid Blum, J. Eskola, Jennifer J. Bortz — 1996
• An automated seizure monitoring system for patients with indwelling recording electrodes.Gary W. Harding — 1993
• Automatic seizure detection: improvements and evaluation.Jean Gotman — 1990
• Wavelet preprocessing for automated neural network detection of EEG spikesT. Kalaycı, Ö. Özdamar — 1995
• A patient-specific algorithm for the detection of seizure onset in long-term EEG monitoring: possible use as a warning deviceHao Qu, Jean Gotman — 1997
• Detection of epileptiform activity using wavelet and neural networkHyeong-Yeong Park, Y.H. Lee, D.S. Lee — 1997

Cited by

• Patient-Specific Early Seizure Detection from Scalp EEGGeorgiy R. Minasyan, John B. Chatten, Martha J. Chatten — 2010
• Classification of EEG signals using neural network and logistic regressionEncarnación Marín Padilla — 2005
• Epileptic Spike Recognition in Electroencephalogram Using Deterministic Finite AutomataAmy Higgins, Sherri Koucky — 2009
• Detection of EEG transients in neonates and older children using a system based on dynamic time-warping template matching and spatial dipole clusteringDenise Johnson — 2009
• Wavelet-based Gaussian-mixture hidden Markov model for the detection of multistage seizure dynamics: A proof-of-concept studyKenneth W. Desmond, Pearl Young, Dandan Chen — 2011
• Analyse automatique des crises d'épilepsie du lobe temporal à partir des EEG de surfaceMatthieu Caparos — 2006
• EEG Analysis With Nonlinear Excitable MediaAnton Chernihovskyi, Florian Mormann, Markus Müller — 2005
• Wyznaczanie atrybutów sygnału EEG w oparciu o transformatę StockwellaGrzegorz Rutkowski, Krzysztof Patan — 2013
• Hierarchical multi-class SVM with ELM kernel for epileptic EEG signal classificationA. S. Muthanantha Murugavel, S. Ramakrishnan — 2015
• Epilepsy Seizure Detection Using Autoregressive Modelling and Multiple Layer Perceptron Neural NetworkAbdelhaq Ouelli, Benachir Elhadadi, H. Aissaoui — 2015
• An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learningGörkem Serbes, Betül Erdoğdu Şakar, Halil Özcan Gülçür — 2015
• Entropy analyses of spatiotemporal synchronizations in brain signals from patients with focal epilepsiesÇağlar Tunçay — 2010
• Epileptic Seizure Detection using Spike Information of Intrinsic Mode Functions with Neural NetworkGurwinder Singh, Nivit Gill — 2015
• Automatic detection of epileptic seizure onset and termination using intracranial EEGAlaa Kharbouch — 2012
• Kernel Collaborative Representation-Based Automatic Seizure Detection in Intracranial EEGShasha Yuan, Weidong Zhou, Qi Yuan — 2015
• Evaluating bio-inspired approaches for advance prediction of epileptic seizuresNegin Moghim, David Corne — 2011
• A wavelet-based energetic approach for the analysis of biomedical signals: Application to the electroencephalogram and electro-oculogramElisa Magosso, Mauro Ursino, A. Zaniboni — 2009
• Classification of ictal and seizure-free EEG signals using fractional linear predictionVarun Joshi, Ram Bilas Pachori, Antony Vijesh — 2014
• Empirical Mode Decomposition Based Classification of Focal and Non-focal Seizure EEG SignalsRajeev Sharma, Ram Bilas Pachori, Shreya Gautam — 2014
• An evaluation of automated neonatal seizure detection methods.Stephen Faul, Geraldine B. Boylan, Seán Connolly — 2005

Related papers

• DETERMINING QUALITY REQUIREMENTS AT THE UNIVERSITIES TO IMPROVE THE QUALITY OF EDUCATIONNor Hanim Mustafa, Dinmukhamed Kelesbayev, Zh.D. Alibekova — 2018
• EEG biomarker candidates for the identification of epilepsyStefano Gallotto, Margitta Seeck — 2022
• Detecting people in dense crowdsChern-Horng Sim, Rajmadhan Ekambaram, Surendra Ranganath — 2010
• High frequency oscillations in intracranial recordings of epileptic patientsYusuf Uzzaman Khan, Jean Gotman — 2011
• Modified Adaboost method for efficient face detectionHimesh Madhuranath, T. Ravindra Babu, S. V. Subrahmanya — 2012
• The Power of ECG in Semi-Automated Seizure Detection in Addition to Two-Channel behind-the-Ear EEGMiguel Bhagubai, Kaat Vandecasteele, Lauren Swinnen — 2023
• Research and Implementation of Intrusion Detection System in Linux EnvironmentYE Ruo-xi — 2011
• Online EEG Seizure Detection and LocalizationAmirsalar Mansouri, Sanjay Singh, Khalid Sayood — 2019
• Multi-Neural Network Based Intrusion Detection TechnologyQinglei Zhou — 2008