Feature extraction for epileptic seizure detection using machine learning

Current Medicine Research and Practice ◽

10.4103/cmrp.cmrp_52_20 ◽

2020 ◽

Vol 10 (6) ◽

pp. 266

Author(s):

RenukaMohan Khati ◽

Rajesh Ingle

Keyword(s):

Machine Learning ◽

Feature Extraction ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection

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Epileptic Seizure Detection of EEG Signal Using Wavelet Based Feature Extraction and Machine Learning Algorithms

Advances in Automation, Signal Processing, Instrumentation, and Control - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-15-8221-9_129 ◽

2021 ◽

pp. 1393-1401

Author(s):

Hemanshu Dhuria ◽

M. Jasmine Pemeena Priyadarsini ◽

Rajat Pandit ◽

Bornini Dhar ◽

G. K. Rajini ◽

...

Keyword(s):

Machine Learning ◽

Feature Extraction ◽

Epileptic Seizure ◽

Learning Algorithms ◽

Seizure Detection ◽

Machine Learning Algorithms ◽

Epileptic Seizure Detection

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A hybrid feature extraction and machine learning approaches for epileptic seizure detection

Multidimensional Systems and Signal Processing ◽

10.1007/s11045-019-00673-4 ◽

2019 ◽

Vol 31 (2) ◽

pp. 503-525 ◽

Author(s):

Dinesh Kumar Atal ◽

Mukhtiar Singh

Keyword(s):

Machine Learning ◽

Feature Extraction ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approaches ◽

Epileptic Seizure Detection ◽

Hybrid Feature Extraction

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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 ◽

Epileptic Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

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A review of epileptic seizure detection using machine learning classifiers

Brain Informatics ◽

10.1186/s40708-020-00105-1 ◽

2020 ◽

Vol 7 (1) ◽

Author(s):

Mohammad Khubeb Siddiqui ◽

Ruben Morales-Menendez ◽

Xiaodi Huang ◽

Nasir Hussain

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

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An Investigation of Different Machine Learning Approaches for Epileptic Seizure Detection

2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC) ◽

10.1109/iwcmc.2019.8766652 ◽

2019 ◽

Author(s):

Paulo Resque ◽

Alex Barros ◽

Denis Rosario ◽

Eduardo Cerqueira

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approaches ◽

Epileptic Seizure Detection

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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

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

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

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 ◽

Epileptic Seizure Detection ◽

Machine Learning Approach

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

2014 International Conference on Medical Imaging, m-Health and Emerging Communication Systems (MedCom) ◽

10.1109/medcom.2014.7006043 ◽

2014 ◽

Author(s):

Abhishek Kumar ◽

Maheshkumar H. Kolekar

Keyword(s):

Machine Learning ◽

Wavelet Analysis ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approach ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Machine Learning Approach

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Novel feature extraction method based on weight difference of weighted network for epileptic seizure detection

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/embc.2014.6944317 ◽

2014 ◽

Author(s):

Fenglin Wang ◽

Qingfang Meng ◽

Hong-Bo Xie ◽

Yuehui Chen

Keyword(s):

Feature Extraction ◽

Epileptic Seizure ◽

Extraction Method ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Weighted Network ◽

Feature Extraction Method ◽

Weight Difference

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Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2005.12.003 ◽

2007 ◽

Vol 37 (2) ◽

pp. 227-244 ◽

Author(s):

Abdulhamit Subasi

Keyword(s):

Feature Extraction ◽

Epileptic Seizure ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Seizure Detection ◽

Inference System ◽

Epileptic Seizure Detection ◽

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