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
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;
Conference_Titel :
Microwave and Telecommunication Technology (CriMiCo), 2013 23rd International Crimean Conference
Conference_Location :
Sevastopol
Print_ISBN :
978-966-335-395-1
