Title :
Automatic exclusion of papillary muscles and trabeculae from blood volume measurements in cine cardiac magnetic resonance images
Author :
Hautvast, GLTF ; Breeuwer, M. ; Lobregt, S. ; Gerritsen, FA
Author_Institution :
Philips Med. Syst. - Healthcare Inf., Best
Abstract :
Short axis cine cardiac magnetic resonance is used for measuring ventricular blood volumes. Papillary muscles and trabeculae should be excluded from these volumes, despite being included by delineations that allow measure ments of wall thickness. We have developed and evaluated three methods that automatically exclude the papillary muscles and trabeculae from the blood volume by classifying the interior grey values of the endocardial contours to estimate corrected areas for summation with Simpson´s Rule. Classification is performed using thresholding, hard clipping and error-function clipping, respectively. An evaluation of our methods on 69 clinical data sets showed that our methods provide significantly different results for the end diastolic volume, the end systolic volume, the stroke volume and the ejection fraction, with respect to conventional methods. Furthermore, the difference between our methods was found to be not significant.
Keywords :
biomedical MRI; image classification; medical image processing; muscle; Simpson´s Rule; automatic exclusion; blood volume measurements; cine cardiac magnetic resonance images; papillary muscles; trabeculae; Biomedical imaging; Biomedical informatics; Blood; Imaging phantoms; Magnetic resonance; Muscles; Myocardium; Testing; Thickness measurement; Volume measurement;
Conference_Titel :
Computers in Cardiology, 2006
Conference_Location :
Valencia
Print_ISBN :
978-1-4244-2532-7