Semiautomatic segmentation and stenosis quantification of 3D contrast-enhanced MR angiograms of the internal carotid artery.
A technique is presented for the segmentation and quantification of stenosed internal carotid arteries (ICAs) in 3D contrast-enhanced MR angiography (CE-MRA). Segmentation with sub-pixel accuracy of the ICA is achieved via level-set techniques in which the central axis serves as the initialization. The central axis is determined between two user-defined points, and minimal user interaction is required. For quantification, the cross-sectional area is measured in the stenosis and at a reference segment in planes perpendicular to the central axis. The technique was applied to 20 ICAs. The variation in measurements obtained by this method in comparison with manual observations was 8.7%, which is smaller than the interobserver variability among three experts (11.0%).
van Bemmel
Cornelis M
CM
Image Sciences Institute, University Medical Center, Utrecht, The Netherlands. kees@isi.uu.nl
Viergever
Max A
MA
Niessen
Wiro J
WJ
D000465:Algorithms; D019412:Anatomy, Cross-Sectional; D002343:Carotid Artery, Internal / Q000473:pathology*; D016893:Carotid Stenosis / Q000175:diagnosis*; D003287:Contrast Media; D019786:Gadolinium DTPA; D006801:Humans; D007089:Image Enhancement / Q000379:methods*; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D021621:Imaging, Three-Dimensional; D018810:Magnetic Resonance Angiography / Q000379:methods*; D008954:Models, Biological; D015588:Observer Variation
D003287:Contrast Media; D019786:Gadolinium DTPA