Improved epileptic seizure detection using singular spectrum empirical mode decomposition and machine learning approach-Reference-Cited by-同舟云学术

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

Published:2021-05-19 Issue: Volume: Page:1-21
ISSN:0972-0510
Container-title:Journal of Statistics and Management Systems
language:en
Short-container-title:Journal of Statistics and Management Systems

Author:

Bairagi Vinayak K.¹²^ORCID,Harpale Varsha K.³

Affiliation:

1. Department of Electronics & Telecommunication, AISSMS Institute of Information Technology, Pune 411001, Maharashtra, India

2. IEEE Signal Processing Society Pune Chapter, Pune 411005, Maharashtra, India

3. Department of Electronics and Telecommunication, Pimpri Chinchwad College of Engineering, Pune 411044, Maharashtra, India

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/09720510.2020.1862958

Reference26 articles.

1. Andrea Varsavsky Iven Mareels Mark Cook (2011), Epileptic seizures and the EEG measurement, models, detection and prediction, CRC Press.

2. World Health Organization (WHO). Media Centre, Epilepsy, Fact Sheet. http://www.who.int/mediacentre/factsheets /fs999/en/ (accessed 2013).

3. Electrophysiological Imaging of Brain Activity and Connectivity—Challenges and Opportunities

4. Ren, H. Qu, J. Chai, Y. Tang, Qiu Zhou, Y. (2017). An adaptive unsupervised classification of seizure method based on LMD-MSSE with EEG signals. Biomedical Research (India). 28. 3151-3158.

5. Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. An expert system for detection of key pinch and tripod hand grip based on sEMG signals;Journal of Information and Optimization Sciences;2024

2. Epileptic Seizure Detection Using the EEG Signal Empirical Mode Decomposition and Machine Learning;2023 International Conference on Smart Computing and Application (ICSCA);2023-02-05

3. A report on early prediction, detection & diagnosis of Alzheimer’s disease;Journal of Statistics & Management Systems;2023

4. Design of optimized adaptive filter for artifact removal from EEG signal;Journal of Statistics & Management Systems;2023

5. Concluding remarks and future scope;Brain Seizure Detection and Classification Using EEG Signals;2022