Study on Epileptic EEG Data Analysis Methods Based on Machine Learning
10.3969/j.issn.1673-6036.2018.02.013
- VernacularTitle:基于机器学习的癫痫脑电数据分析方法研究
- Author:
Lin ZHOU
1
;
Xiao-Yan WEI
;
Zi-Yi CHEN
;
Yi ZHOU
Author Information
1. 中山大学数据科学与计算机学院 广州 510006
- Keywords:
Epilepsy;
EEG Data;
Machine learning;
Signal analysis
- From:
Journal of Medical Informatics
2018;39(2):55-59
- CountryChina
- Language:Chinese
-
Abstract:
The paper dilates upon epileptic EEG data treatment and analysis methods based on machine learning,including supervised learning,unsupervised learning,semi-supervised learning,reinforcement learning and machine learning methods of other types,and evaluates the application effects of the methods on inspection of epileptic EEG data.
