Vessel Graph

Vessel graph analysis focuses on representing and analyzing networks of tubular structures, such as blood vessels or airways, as graphs for various applications including disease prediction and image analysis. Current research emphasizes developing robust methods for generating realistic 3D vessel graphs, often employing denoising diffusion probabilistic models or spatial clustering approaches to handle complex branching patterns and cyclical structures. These advancements improve the accuracy of medical image segmentation, facilitate more precise simulations of fluid flow, and ultimately contribute to improved diagnostics and treatment planning in various medical fields.