A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection

Markov Structure

2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT) ◽

K-Means clustering based time series weighting with epileptic seizure detection

10.1109/ebbt.2018.8391443 ◽

2018 ◽

Author(s):

Muhammet Sinan Basarslan ◽

Fatih Kayaalp ◽

Kemal Polat

Keyword(s):

Time Series ◽

Epileptic Seizure ◽

Seizure Detection ◽

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

A Distributed Descriptor Characterizing Structural Irregularity of EEG Time Series for Epileptic Seizure Detection

10.1109/embc.2018.8512919 ◽

2018 ◽

Author(s):

Zhenning Mei ◽

Xian Zhao ◽

Hongyu Chen ◽

Wei Chen

Keyword(s):

Time Series ◽

Epileptic Seizure ◽

Seizure Detection ◽

2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI) ◽

Epileptic seizure detection based on EEG signal analysis using hierarchy based Hidden Markov Model

10.1109/icacci.2017.8125991 ◽

2017 ◽

Cited By ~ 3

Author(s):

Deba Prasad Dash ◽

Maheshkumar H Kolekar

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Epileptic Seizure ◽

Signal Analysis ◽

Hidden Markov ◽

Seizure Detection ◽

Eeg Signal ◽

Eeg Signal Analysis

Power-law sensitivity to initial conditions in a time series with applications to epileptic seizure detection

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2005.01.027 ◽

2005 ◽

Vol 353 ◽

pp. 613-624 ◽

Cited By ~ 11

Author(s):

Jianbo Gao ◽

Wen-wen Tung ◽

Yinhe Cao ◽

Jing Hu ◽

Yan Qi

Keyword(s):

Time Series ◽

Power Law ◽

Epileptic Seizure ◽

Initial Conditions ◽

Seizure Detection ◽

Sensitivity To Initial Conditions

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - Lecture Notes in Computer Science ◽

A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models

10.1007/978-3-030-00931-1_55 ◽

2018 ◽

pp. 482-489 ◽

Cited By ~ 3

Author(s):

Jeff Craley ◽

Emily Johnson ◽

Archana Venkataraman

Keyword(s):

Hidden Markov Models ◽

Epileptic Seizure ◽

Markov Models ◽

Hidden Markov ◽

Seizure Detection ◽

Coupled Hidden Markov Models ◽

Novel Method

Multifractal Analysis for Cumulant-Based Epileptic Seizure Detection in Eeg Time Series

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) ◽

10.1109/isbi.2019.8759288 ◽

2019 ◽

Author(s):

Omar D. Domingues ◽

Philippe Ciuciu ◽

Daria La Rocca ◽

Patrice Abry ◽

Herwig Wendt

Keyword(s):

Time Series ◽

Epileptic Seizure ◽

Multifractal Analysis ◽

Seizure Detection ◽

Communications in Computer and Information Science - Advances in Signal Processing and Intelligent Recognition Systems ◽

Probability-Based Approach for Epileptic Seizure Detection Using Hidden Markov Model

10.1007/978-981-13-5758-9_23 ◽

2019 ◽

pp. 268-281

Author(s):

Deba Prasad Dash ◽

Maheshkumar H. Kolekar

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Epileptic Seizure ◽

Hidden Markov ◽

Seizure Detection ◽

Multi-channel EEG based automatic epileptic seizure detection using iterative filtering decomposition and Hidden Markov Model

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2019.103571 ◽

2020 ◽

Vol 116 ◽

pp. 103571 ◽

Cited By ~ 5

Author(s):

Deba Prasad Dash ◽

Maheshkumar H. Kolekar ◽

Kamlesh Jha

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Epileptic Seizure ◽

Hidden Markov ◽

Seizure Detection ◽

Iterative Filtering

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

Journal of Biomedical Research ◽

10.7555/jbr.34.20190006 ◽

2020 ◽

Vol 34 (3) ◽

pp. 170

Author(s):

Deba Prasad Dash ◽

◽

Maheshkumar H Kolekar

Keyword(s):

Wavelet Transform ◽

Markov Model ◽

Hidden Markov Model ◽

Epileptic Seizure ◽

Hidden Markov ◽

Seizure Detection ◽

Model Based

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 ◽

Empirical Mode Decomposition ◽

Epileptic Seizure ◽

Hidden Markov ◽

Seizure Detection ◽

Mode Decomposition