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17 March 2008Development of preoperative liver and vascular system segmentation and modeling tool for image-guided surgery and surgical planning
Interactive image-guided liver surgery (Linasys device, Pathfinder Therapeutics, Inc., Nashville, TN) requires a user-oriented,
easy-to-use, fast segmentation preoperative surgical planning system. This system needs to build liver models
displaying the liver surface, tumors, and the vascular system of the liver. A robust and efficient tool for this purpose was
developed and evaluated. For the liver surface or other bulk shape organ segmentation, the delineation was conducted on
multiple slices of a CT image volume with a region growing algorithm. This algorithm incorporates both spatial and
temporal information of a propagating front to advance the segmenting contour. The user can reduce the number of
delineation slices during the processing by using interpolation. When comparing our liver segmentation results to those
from MeVis (Breman, Germany), the average overlap percentage was 94.6%. For portal and hepatic vein segmentation,
three-dimensional region growing based on image intensity was used. All second generation branches can be identified
without time-consuming image filtering and manual editing. The two veins are separated by using mutually exclusive
region growing. The tool can be used to conduct segmentation and modeling of the liver, veins, and other organs and can
prepare image data for export to Linasys within one hour.
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Senhu Li, Jonathan M. Waite, Brian T. Lennon, James D. Stefansic, Rui Li, Benoit M. Dawant, "Development of preoperative liver and vascular system segmentation and modeling tool for image-guided surgery and surgical planning," Proc. SPIE 6918, Medical Imaging 2008: Visualization, Image-Guided Procedures, and Modeling, 69180C (17 March 2008); https://doi.org/10.1117/12.772821