Automatic generation of time resolved motion vector fields of coronary arteries and 4D surface extraction using rotational x-ray angiography.
Rotational coronary angiography provides a multitude of x-ray projections of the contrast agent enhanced coronary arteries along a given trajectory with parallel ECG recording. These data can be used to derive motion information of the coronary arteries including vessel displacement and pulsation. In this paper, a fully automated algorithm to generate 4D motion vector fields for coronary arteries from multi-phase 3D centerline data is presented. The algorithm computes similarity measures of centerline segments at different cardiac phases and defines corresponding centerline segments as those with highest similarity. In order to achieve an excellent matching accuracy, an increasing number of bifurcations is included as reference points in an iterative manner. Based on the motion data, time-dependent vessel surface extraction is performed on the projections without the need of prior reconstruction. The algorithm accuracy is evaluated quantitatively on phantom data. The magnitude of longitudinal errors (parallel to the centerline) reaches approx. 0.50 mm and is thus more than twice as large as the transversal 3D extraction errors of the underlying multi-phase 3D centerline data. It is shown that the algorithm can extract asymmetric stenoses accurately. The feasibility on clinical data is demonstrated on five different cases. The ability of the algorithm to extract time-dependent surface data, e.g. for quantification of pulsating stenosis is demonstrated.
Jandt
Uwe
U
Philips Research Europe-Hamburg, Roentgenstr. 24, 22335 Hamburg, Germany. ujandt@gmx.de
Schäfer
Dirk
D
Grass
Michael
M
Rasche
Volker
V
D000465:Algorithms; D001331:Automation; D003251:Constriction, Pathologic / Q000000981:diagnostic imaging; D017023:Coronary Angiography; D003331:Coronary Vessels / Q000502:physiology* / Q000503:physiopathology; D005240:Feasibility Studies; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D009068:Movement; D019047:Phantoms, Imaging; D012119:Respiration; D012399:Rotation; D012680:Sensitivity and Specificity; D012984:Software; D013499:Surface Properties; D013997:Time Factors