INFORMATICA International Journal Main Page Editorial Board Abstracting/Indexing Instructions to Authors Subscription Information Contents Author Index Papers in Production		INFORMATICA, 2001, Vol. 12, No. 3, 455-468 © Institute of Mathematics and Informatics, ISSN 0868-4952 Automated Epilepsy Prediction by Means of Visual Perception Testing and Digital EEG Processing Data Rasa RUSECKAITE Department of Computer Science, Vytautas Magnus University Vileikos 8, 3000 Kaunas, Lithuania E-mail: ruseckaite@rsbs.anu.edu.au 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. Keywords: machine learning, classification, epilepsy, samples, signal processing To preview Lithuanian abstract see full article text To preview full article text in PDF format click here You could obtain free Acrobat Reader from Adobe
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