DocumentCode
1477485
Title
Real-time scan assistant for echocardiography
Author
Snare, Sten Roar ; Torp, Hans ; Orderud, Fredrik ; Haugen, Bjørn Olav
Author_Institution
Dept. of Circulation & Med. Imaging, Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Volume
59
Issue
3
fYear
2012
fDate
3/1/2012 12:00:00 AM
Firstpage
583
Lastpage
589
Abstract
A real-time scan assistant (SA) for use with echocardiography is presented. The motivation is to aid nonexpert users in capturing apical 4-chamber views (A4CH) during echocardiography. The algorithm is based on a parametric multi-chamber model of the A4CH view, updated in an extended Kalman filter framework. The regional model goodness-of-fit is used to calculate a score, which is provided to the user during acquisition, together with an icon (emoticon) indicating whether the current view is acceptable or not. The SA was implemented on a commercially available scanner. A feasibility test was performed using two healthy volunteers as models and 10 medical students acting as nonexpert users. The students examined the models on two occasions, separated more than four days in time. Half of the students used the SA during the first exam and no SA at the second exam. The other half used the opposite order. The recordings were later rated by a cardiologist. A Wilcoxon signed pair rank test revealed a statistically significant improvement when using SA. Nine cases were rated as poor without using the SA. In eight (89%) of these cases, view quality improved to acceptable when the SA was used.
Keywords
Kalman filters; echocardiography; A4CH view; Wilcoxon signed pair rank test; apical 4-chamber view; echocardiography; emoticon; extended Kalman filter framework; feasibility test; nonexpert users aid; parametric multichamber model; real time scan assistant; Detectors; Echocardiography; Image edge detection; Kalman filters; Real time systems; Splines (mathematics); Ultrasonic imaging; Algorithms; Computer Simulation; Computer Systems; Echocardiography; Expert Systems; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Models, Cardiovascular; Pattern Recognition, Automated; Subtraction Technique; User-Computer Interface;
fLanguage
English
Journal_Title
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
Publisher
ieee
ISSN
0885-3010
Type
jour
DOI
10.1109/TUFFC.2012.2232
Filename
6174208
Link To Document