DocumentCode
2031349
Title
Factor analysis of image features used for automatic analysis of echocardiography results
Author
Bobkova, A.O. ; Porshnev, S.V. ; Zuzin, V.V. ; Bobkov, V.V.
Author_Institution
Ural Fed. Univ., Yekaterinburg, Russia
fYear
2013
fDate
8-14 Sept. 2013
Firstpage
1071
Lastpage
1072
Abstract
The possibility of reduction of 43-dimensional feature space to three-dimensional factor space is shown on the basis of factor analysis of information features calculated from the frames of ultrasound images of the heart. The obtained result indicates the possibility of classifying of image pixels based on three information features included in one of the selected factors.
Keywords
echocardiography; image classification; medical image processing; ultrasonic imaging; 43-dimensional feature space reduction; echocardiography automatic analysis; heart; image pixel classification; information feature calculation; three-dimensional factor space analysis; ultrasound image frame; Abstracts; Echocardiography; Educational institutions; Electronic mail; Information technology; Region 8; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave and Telecommunication Technology (CriMiCo), 2013 23rd International Crimean Conference
Conference_Location
Sevastopol
Print_ISBN
978-966-335-395-1
Type
conf
Filename
6652662
Link To Document