DocumentCode
2076835
Title
A decision support tool in the field of electroencephalography
Author
Djordjevic, Vladana ; Gerla, Vaclav ; Lhotska, Lenka ; Krajca, Vladimir
Author_Institution
Gerstner Lab., Czech Tech. Univ. in Prague, Prague, Czech Republic
fYear
2010
fDate
3-5 Nov. 2010
Firstpage
1
Lastpage
4
Abstract
The traditional way of electroencephalographic data analysis is visual inspection. Expert´s classification may not always correspond completely with measured data due to the subjective evaluation and the fact that this kind of evaluation is tedious and time consuming. This paper presents a decision support tool developed both for clinical and nonclinical applications in this field. The proposed solution comprises several consecutive steps of signal preprocessing and processing, with focus on segmentation, feature extraction, classification and consequent visualization. This way additional information can be provided and presented in a convenient form.
Keywords
decision support systems; electroencephalography; feature extraction; medical signal processing; signal classification; decision support tool; electroencephalography; feature extraction; signal classification; signal segmentation; Data mining; Electrodes; Lead; Pediatrics;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on
Conference_Location
Corfu
Print_ISBN
978-1-4244-6559-0
Type
conf
DOI
10.1109/ITAB.2010.5687811
Filename
5687811
Link To Document