- 期刊
- OpenAccess
Detection of Epilepsy from EEG Signal during Seizure Using Heuristic Algorithm of Fixed Point Iterations
並列摘要
One of the major roles of Electrocephalography (EEG) is an aid to diagnose epilepsy. Abnormal patterns such as spikes, sharp wave complexes can be seen. Our main interest is to extract information about the dynamics from a few observations of this record signal. In this study, the Heuristic algorithm of Fixed point Iteration is used to cluster EEG signal of patients during an epileptic seizure. We obtained signatures of general epilepsy by superimposing results of the method.
延伸閱讀
- Ahmad, T., Ghanbari, M., Askaripour, M., & Behboodiyan, N. (2012). Detection of Epilepsy from EEG Signal During Seizure Using Entropy-Based Fuzzy c-Means. Research Journal of Applied Sciences, Engineering and Technology, 4(19), 3588-3591. https://www.airitilibrary.com/Article/Detail?DocID=20407467-201210-201512070007-201512070007-3588-3591
- 陳柏仲（2017）。Epileptic Seizure Prediction Based on Zero-Crossing Interval Features of Scalp EEG Signals〔碩士論文，義守大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0074-3108201717031000
- Wu, C. D. (2017). An EEG Video-based Representation Algorithm for Seizure Prediction and its Hardware Implementation [master's thesis, National Taiwan University]. Airiti Library. https://doi.org/10.6342/NTU201702474
- Sarhan, A. M. (2017). Epileptic Seizure Detection in EEG using Support Vector Machines and Statistical Analysis. Research Journal of Mathematics and Statistics, 9(2), 26-33. https://doi.org/10.19026/rjms.9.5066
- Liu, J. (2016). Epilepsy Detection Using EEG with Different Time Frames. Advances in Biomedical Engineering Research, 4(), 18-22. https://doi.org/10.14355/aber.2016.04.003