Seizure detection algorithm based on fusion of spatio-temporal network constructed with dispersion index

[1]  Tanu Wadhera,et al.  Brain network topology unraveling epilepsy and ASD Association: Automated EEG-based diagnostic model , 2021, Expert Syst. Appl..

[2]  Michalis E. Zervakis,et al.  Interictal Spike Classification in Pharmacoresistant Epilepsy using Combined EEG and MEG , 2021, 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE).

[3]  Chen Zhao,et al.  Fault Diagnosis Method for Rolling Mill Multi Row Bearings Based on AMVMD-MC1DCNN under Unbalanced Dataset , 2021, Sensors.

[4]  Ram Bilas Pachori,et al.  Automated FBSE-EWT based learning framework for detection of epileptic seizures using time-segmented EEG signals , 2021, Comput. Biol. Medicine.

[5]  Mingjiang Wang,et al.  EEG-Based Emotion Recognition by Exploiting Fused Network Entropy Measures of Complex Networks across Subjects , 2021, Entropy.

[6]  Yinlin Cheng,et al.  Spatiotemporal evolution of epileptic seizure based on mutual information and dynamic brain network , 2021, BMC Medical Informatics and Decision Making.

[7]  Ram Bilas Pachori,et al.  Schizophrenia detection technique using multivariate iterative filtering and multichannel EEG signals , 2021, Biomed. Signal Process. Control..

[8]  Hua Wang,et al.  EEG Sleep Stages Analysis and Classification Based on Weighed Complex Network Features , 2021, IEEE Transactions on Emerging Topics in Computational Intelligence.

[9]  Philippa J. Karoly,et al.  Cycles in epilepsy , 2021, Nature Reviews Neurology.

[10]  Wenbin Hu,et al.  Epileptic Signal Classification With Deep EEG Features by Stacked CNNs , 2020, IEEE Transactions on Cognitive and Developmental Systems.

[11]  Yong Wang,et al.  Classification of hand movements using variational mode decomposition and composite permutation entropy index with surface electromyogram signals , 2020, Future Gener. Comput. Syst..

[12]  Paolo Detti,et al.  EEG Synchronization Analysis for Seizure Prediction: A Study on Data of Noninvasive Recordings , 2020, Processes.

[13]  Cheng Gu,et al.  A Novel Fault Diagnosis Method for Diesel Engine Based on MVMD and Band Energy , 2020 .

[14]  Qiang Chen,et al.  Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification , 2020, Frontiers in Neurology.

[15]  Khalil AlSharabi,et al.  EEG Signal Analysis for Diagnosing Neurological Disorders Using Discrete Wavelet Transform and Intelligent Techniques † , 2020, Sensors.

[16]  Liang Tong,et al.  Identification of Seed Maize Fields With High Spatial Resolution and Multiple Spectral Remote Sensing Using Random Forest Classifier , 2020, Remote. Sens..

[17]  Hong Peng,et al.  A novel automatic classification detection for epileptic seizure based on dictionary learning and sparse representation , 2019, Neurocomputing.

[18]  K. Kapur,et al.  Increased electroencephalography connectivity precedes epileptic spasm onset in infants with tuberous sclerosis complex , 2019, Epilepsia.

[19]  Naveed ur Rehman,et al.  Multivariate Variational Mode Decomposition , 2019, IEEE Transactions on Signal Processing.

[20]  Shan Li,et al.  Relative Wavelet Entropy Complex Network for Improving EEG-Based Fatigue Driving Classification , 2019, IEEE Transactions on Instrumentation and Measurement.

[21]  Fengzhen Hou,et al.  Visibility graph analysis of temporal irreversibility in sleep electroencephalograms , 2019, Nonlinear dynamics.

[22]  Dang Khoa Nguyen,et al.  fNIRS improves seizure detection in multimodal EEG-fNIRS recordings , 2019, Journal of biomedical optics.

[23]  J. Sander,et al.  Epilepsy in adults , 2019, The Lancet.

[24]  Reza Khosrowabadi,et al.  Support vector machine classification of brain states exposed to social stress test using EEG-based brain network measures , 2019, Biocybernetics and Biomedical Engineering.

[25]  Wei-Dong Dang,et al.  Multiscale limited penetrable horizontal visibility graph for analyzing nonlinear time series , 2016, Scientific Reports.

[26]  Yanchun Zhang,et al.  Weighted Visibility Graph With Complex Network Features in the Detection of Epilepsy , 2016, IEEE Access.

[27]  Hamed Azami,et al.  Dispersion Entropy: A Measure for Time-Series Analysis , 2016, IEEE Signal Processing Letters.

[28]  Guohun Zhu,et al.  Epileptic seizure detection in EEGs signals using a fast weighted horizontal visibility algorithm , 2014, Comput. Methods Programs Biomed..

[29]  Dominique Zosso,et al.  Variational Mode Decomposition , 2014, IEEE Transactions on Signal Processing.

[30]  B. Luque,et al.  Horizontal visibility graphs: exact results for random time series. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[31]  Lucas Lacasa,et al.  From time series to complex networks: The visibility graph , 2008, Proceedings of the National Academy of Sciences.

[32]  L. Breiman Random Forests , 2001, Encyclopedia of Machine Learning and Data Mining.

[33]  N. Huang,et al.  The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[34]  Jianhai Zhang,et al.  Epilepsy EEG classification method based on supervised locality preserving canonical correlation analysis. , 2021, Mathematical biosciences and engineering : MBE.

[35]  Yao Ding,et al.  Automatic Epileptic Seizures Joint Detection Algorithm Based on Improved Multi-Domain Feature of cEEG and Spike Feature of aEEG , 2019, IEEE Access.