Dynamic Mode Decomposition Based Epileptic Seizure Detection from Scalp EEG

Scalp Eeg ◽

Surface EEG based epileptic seizure detection using wavelet based features and dynamic mode decomposition power along with KNN classifier

Multimedia Tools and Applications ◽

10.1007/s11042-021-11487-7 ◽

2021 ◽

Author(s):

Deba Prasad Dash ◽

Maheshkumar H Kolekar ◽

Kamlesh Jha

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Dynamic Mode Decomposition ◽

Dynamic Mode ◽

Mode Decomposition ◽

Knn Classifier ◽

Surface Eeg

Lecture Notes in Electrical Engineering - Proceedings of the Sixth International Conference on Green and Human Information Technology ◽

Epileptic Seizure Detection Using Empirical Mode Decomposition Based Fuzzy Entropy and Support Vector Machine

10.1007/978-981-13-0311-1_20 ◽

2018 ◽

pp. 109-118 ◽

Cited By ~ 1

Author(s):

Deepti Tripathi ◽

Navneet Agrawal

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Seizure Detection ◽

Fuzzy Entropy ◽

Support Vector ◽

A Wavelet-Based Artifact Reduction From Scalp EEG for Epileptic Seizure Detection

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2015.2457093 ◽

2016 ◽

Vol 20 (5) ◽

pp. 1321-1332 ◽

Cited By ~ 32

Author(s):

Md Kafiul Islam ◽

Amir Rastegarnia ◽

Zhi Yang

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Artifact Reduction ◽

Scalp Eeg

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 ◽

Epileptic Seizure ◽

Seizure Detection ◽

Discrete Wavelet ◽

2020 7th International Conference on Signal Processing and Integrated Networks (SPIN) ◽

Epileptic Seizure Detection using Bidimensional Empirical Mode Decomposition and Distance Metric Learning on Scalogram

10.1109/spin48934.2020.9070962 ◽

2020 ◽

Author(s):

Poonam Sheoran ◽

Neeru Rathee ◽

J. S. Saini

Keyword(s):

Epileptic Seizure ◽

Metric Learning ◽

Seizure Detection ◽

Distance Metric Learning ◽

Distance Metric ◽

Bidimensional Empirical Mode Decomposition

Mode Decomposition ◽

Automatic Seizure Detection Using Multi-Resolution Dynamic Mode Decomposition

IEEE Access ◽

10.1109/access.2019.2915609 ◽

2019 ◽

Vol 7 ◽

pp. 61180-61194 ◽

Cited By ~ 4

Author(s):

Muhammad Bilal ◽

Muhammad Rizwan ◽

Sajid Saleem ◽

Muhammad Murtaza Khan ◽

Mohammed Saeed Alkatheir ◽

...

Keyword(s):

Seizure Detection ◽

Dynamic Mode Decomposition ◽

Dynamic Mode ◽

Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2018.2829877 ◽

2019 ◽

Vol 23 (2) ◽

pp. 660-671 ◽

Cited By ~ 9

Author(s):

Yissel Rodriguez Aldana ◽

Borbala Hunyadi ◽

Enrique J. Maranon Reyes ◽

Valia Rodriguez Rodriguez ◽

Sabine Van Huffel

Keyword(s):

Data Analysis ◽

Epileptic Seizure ◽

Seizure Detection ◽

Scalp Eeg ◽

Multiway Data Analysis

2020 IEEE International Conference on Design & Test of Integrated Micro & Nano-Systems (DTS) ◽

Epileptic seizure detection using Multivariate Empirical Mode Decomposition and Support Vector Machines

10.1109/dts48731.2020.9196156 ◽

2020 ◽

Author(s):

Chahira Mahjoub ◽

Sahbi Chaibi ◽

Fatma Krikid ◽

Anca Nica ◽

Regine Le Bouquin Jeannes ◽

...

Keyword(s):

Support Vector Machines ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Multivariate Empirical Mode Decomposition ◽

Mode Decomposition ◽

Vector Machines

Epileptic seizure detection using novel Multilayer LSTM Discriminant Network and dynamic mode Koopman decomposition

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.102723 ◽

2021 ◽

Vol 68 ◽

pp. 102723

Author(s):

N. Venkata Saichand ◽

Gopiya Naik. S

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Dynamic Mode ◽

Epileptic Seizure Detection

2018 IEEE 14th International Colloquium on Signal Processing & Its Applications (CSPA) ◽

Automatic epileptic seizure detection based on empirical mode decomposition and deep neural network

10.1109/cspa.2018.8368709 ◽

2018 ◽

Cited By ~ 15

Author(s):

Hisham G. Daoud ◽

Ahmed M. Abdelhameed ◽

Magdy Bayoumi

Keyword(s):

Neural Network ◽

Epileptic Seizure ◽

Deep Neural Network ◽

Seizure Detection ◽