Automated Epilepsy Prediction by Means of Visual Perception Testing and Digital EEG Processing Data
Volume 12, Issue 3 (2001), pp. 455–468
Pub. online: 1 January 2001
Type: Research Article
Received
1 December 2000
1 December 2000
Published
1 January 2001
1 January 2001
Abstract
This paper describes a preliminary algorithm performing epilepsy prediction by means of visual perception tests and digital electroencephalograph data analysis. Special machine learning algorithm and signal processing method are used. The algorithm is tested on real data of epileptic and healthy persons that are treated in Kaunas Medical University Clinics, Lithuania. The detailed examination of results shows that computerized visual perception testing and automated data analysis could be used for brain damages diagnosing.