PixelTopoIS: a pixel-topology-coupled guidewire tip segmentation framework for robot-assisted intervention.

The framework is effective in segmenting the guidewire by considering pixel and topology equally, providing an accurate position of the tip's endpoint (pixel-level) to the surgeon/robot and preserving the clinically meaningful guidewire structure (topology-level) simultaneously.