Title :
Interactive Patient-Specific Vascular Modeling with Sweep Surfaces
Author :
Kretschmer, Jan ; Godenschwager, Christian ; Preim, Bernhard ; Stamminger, Marc
Author_Institution :
Dept. of Comput. Graphics, FAU Erlangen, Erlangen, Germany
Abstract :
The precise modeling of vascular structures plays a key role in medical imaging applications, such as diagnosis, therapy planning and blood flow simulations. For the simulation of blood flow in particular, high-precision models are required to produce accurate results. It is thus common practice to perform extensive manual data polishing on vascular segmentations prior to simulation. This usually involves a complex tool chain which is highly impractical for clinical on-site application. To close this gap in current blood flow simulation pipelines, we present a novel technique for interactive vascular modeling which is based on implicit sweep surfaces. Our method is able to generate and correct smooth high-quality models based on geometric centerline descriptions on the fly. It supports complex vascular free-form contours and consequently allows for an accurate and fast modeling of pathological structures such as aneurysms or stenoses. We extend the concept of implicit sweep surfaces to achieve increased robustness and applicability as required in the medical field. We finally compare our method to existing techniques and provide case studies that confirm its contribution to current simulation pipelines.
Keywords :
data visualisation; diseases; haemodynamics; haemorheology; image segmentation; interactive systems; medical image processing; aneurysms; automatic segmentations; blood flow simulation pipelines; complex vascular free-form contours; geometric centerline descriptions; implicit sweep surfaces; interactive patient-specific vascular modeling; pathological structures; stenoses; Biomedical imaging; Computational modeling; Image segmentation; Interpolation; Splines (mathematics); Vascular structures; Biomedical imaging; Computational modeling; Image segmentation; Interpolation; Splines (mathematics); Surface modeling; Vascular structures; centerline-based modeling; vascular visualization; Algorithms; Animals; Blood Flow Velocity; Blood Vessels; Computer Graphics; Computer Simulation; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Models, Cardiovascular; Reproducibility of Results; Sensitivity and Specificity; User-Computer Interface;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2013.169