Machine learning approach for epileptic seizure detection using wavelet analysis of EEG signals

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ◽

Epileptic Seizure Detection for Imbalanced Datasets Using an Integrated Machine Learning Approach

10.1109/embc44109.2020.9175632 ◽

2020 ◽

Author(s):

Mohammad Masum ◽

Hossain Shahriar ◽

Hisham M. Haddad

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approach ◽

Imbalanced Datasets ◽

An Advanced Machine Learning Approach to Generalised Epileptic Seizure Detection

Intelligent Computing in Bioinformatics - Lecture Notes in Computer Science ◽

10.1007/978-3-319-09330-7_14 ◽

2014 ◽

pp. 112-118 ◽

Cited By ~ 2

Author(s):

Paul Fergus ◽

David Hignett ◽

Abir Jaffar Hussain ◽

Dhiya Al-Jumeily

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approach ◽

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 ◽

Empirical Mode Decomposition ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approach ◽

Singular Spectrum ◽

Mode Decomposition ◽

Sequential Segmentation of EEG Signals for Epileptic Seizure Detection using Machine Learning

2019 2nd International Conference on Signal Processing and Communication (ICSPC) ◽

10.1109/icspc46172.2019.8976487 ◽

2019 ◽

Author(s):

Zeba Karin Ahmad ◽

Vikram Singh ◽

Yusuf Uzzaman Khan

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

Epileptic Seizure Detection

Proceedings of International Conference on Artificial Intelligence and Applications - Advances in Intelligent Systems and Computing ◽

Comparative Study on Machine Learning Classifiers for Epileptic Seizure Detection in Reference to EEG Signals

10.1007/978-981-15-4992-2_18 ◽

2020 ◽

pp. 185-194

Author(s):

Samriddhi Raut ◽

Neeru Rathee

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

2021 6th International Conference on Communication and Electronics Systems (ICCES) ◽

A Study on EEG Signals for Epileptic Seizure Detection using Machine Learning Classifiers

10.1109/icces51350.2021.9488951 ◽

2021 ◽

Author(s):

T. Jhansi Rani ◽

D. Kavitha

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

Machine learning-based EEG signals classification model for epileptic seizure detection

Multimedia Tools and Applications ◽

10.1007/s11042-021-10597-6 ◽

2021 ◽

Author(s):

Aayesha ◽

Muhammad Bilal Qureshi ◽

Muhammad Afzaal ◽

Muhammad Shuaib Qureshi ◽

Muhammad Fayaz

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Classification Model ◽

Eeg Signals ◽

Epileptic Seizure Detection

Performance Evaluation of Machine Learning Classifiers for Epileptic Seizure Detection

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i8.122129 ◽

2019 ◽

Vol 7 (8) ◽

pp. 122-129

Author(s):

Mirwais Farahi ◽

Doreswamy .

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Epileptic Seizure ◽

Seizure Detection ◽

A review of epileptic seizure detection using machine learning classifiers

Brain Informatics ◽

10.1186/s40708-020-00105-1 ◽

2020 ◽

Vol 7 (1) ◽

Cited By ~ 10

Author(s):

Mohammad Khubeb Siddiqui ◽

Ruben Morales-Menendez ◽

Xiaodi Huang ◽

Nasir Hussain

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

2020 27th National and 5th International Iranian Conference on Biomedical Engineering (ICBME) ◽

A Machine Learning Approach for Addiction Detection Using Phase Amplitude Coupling of EEG Signals

10.1109/icbme51989.2020.9319454 ◽

2020 ◽

Author(s):

Maryam Sadat Fadav ◽

Fatemeh Hasanzadeh ◽

Maryam Mohebbi ◽

Peyman Hasani Abharian

Keyword(s):

Machine Learning ◽

Learning Approach ◽

Eeg Signals ◽

Machine Learning Approach ◽

Phase Amplitude