Automated catheter segmentation and tip detection in cerebral angiography with topology-aware geometric deep learning

Abstract

BackgroundVisual perception of catheters and guidewires on x-ray fluoroscopy is essential for neurointervention. Endovascular robots with teleoperation capabilities are being developed, but they cannot ‘see’ intravascular devices, which precludes artificial...