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

Epileptic Seizure ◽

Metric Learning ◽

Seizure Detection ◽

Distance Metric Learning ◽

Distance Metric ◽

Bidimensional Empirical Mode Decomposition

Mode Decomposition ◽

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 ◽

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 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

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 ◽

EEG epileptic seizure detection using k-means clustering and marginal spectrum based on ensemble empirical mode decomposition

13th IEEE International Conference on BioInformatics and BioEngineering ◽

10.1109/bibe.2013.6701528 ◽

2013 ◽

Cited By ~ 13

Author(s):

Paschalis A. Bizopoulos ◽

Dimitrios G. Tsalikakis ◽

Alexandros T. Tzallas ◽

Dimitrios D. Koutsouris ◽

Dimitrios I. Fotiadis

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Ensemble Empirical Mode Decomposition ◽

Mode Decomposition ◽

Marginal Spectrum

2008 IEEE International Symposium on Signal Processing and Information Technology ◽

Epileptic Seizure Detection Using Empirical Mode Decomposition

10.1109/isspit.2008.4775717 ◽

2008 ◽

Cited By ~ 18

Author(s):

Azadeh Kamali Tafreshi ◽

Ali M. Nasrabadi ◽

Amir H. Omidvarnia

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

EEG Based Epileptic Seizure Detection Using Empirical Mode Decomposition and Hidden Markov Model

Indian Journal of Public Health Research & Development ◽

10.5958/0976-5506.2017.00448.x ◽

2017 ◽

Vol 8 (4) ◽

pp. 897 ◽

Cited By ~ 5

Author(s):

Deba Prasad Dash ◽

H Maheshkumar Kolekar

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Epileptic Seizure ◽

Hidden Markov ◽

Seizure Detection ◽

Improved epileptic seizure detection using singular spectrum empirical mode decomposition and machine learning approach

Journal of Statistics and Management Systems ◽

10.1080/09720510.2020.1862958 ◽

2021 ◽

pp. 1-21

Author(s):

Vinayak K. Bairagi ◽

Varsha K. Harpale

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approach ◽

Singular Spectrum ◽

Mode Decomposition ◽

Machine Learning Approach

An Automatic Method for Epileptic Seizure Detection Based on Deep Metric Learning

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2021.3138852 ◽

2021 ◽

pp. 1-1

Author(s):

Lijuan Duan ◽

Zeyu Wang ◽

Yuanhua Qiao ◽

Yue Wang ◽

Zhaoyang Huang ◽

...

Keyword(s):

Epileptic Seizure ◽

Metric Learning ◽

Seizure Detection ◽

Automatic Method ◽

Deep Metric Learning

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