This invention provides a method and
system for evaluating the consistency of multiple / subsequent
vessel segmentation results. It involves reading the
original data of a vessel dataset and multiple / subsequent
vessel segmentation result matrices, then randomly selecting two
vessel segmentation result matrices to calculate their union, intersection, and symmetric difference. Any point in the symmetric difference is selected, and iterative growth is performed using a
convolution kernel to simulate a path
diffusion process. Under the constraints of the union range and a given geodesic distance, a spherical set is obtained. The intersection of this spherical set with the union of the vessel segmentation result matrices and the intersection of this intersection with the two / subsequent vessel segmentation result matrices are calculated. The above calculations and
statistical analysis are performed on each point to obtain statistical results, which are then mapped back to the
original data and the two / subsequent vessel segmentation result matrices. This yields the statistical results for any two / subsequent vessel segmentation result matrices, and the visualized results are output. This invention can be used to measure the performance of vessel segmentation algorithms or compare their differences, accelerating the development and
verification process of vessel segmentation algorithms.