Federico De Marco
Papers
1
Total Citations
5
H-Index
1
About
Federico De Marco is a leading researcher in the field of medical robotics, with a primary focus on autonomous navigation and path planning for robotic catheters in deformable environments. His major contributions center on developing robust, learning-based methodologies that enable catheters to navigate through tortuous and deformable vessels—a critical challenge in minimally invasive surgery. By integrating learning from demonstrations with advanced path planning algorithms, De Marco has pioneered techniques that account for the complex, non-rigid nature of biological tissues, significantly improving the reliability and safety of robotic interventions. His most-cited work, "Robust Path Planning Via Learning From Demonstrations for Robotic Catheters in Deformable Environments" (2024), has already garnered 5 citations, underscoring its immediate impact on the field. This research addresses a key limitation of state-of-the-art planners, which often fail to fully consider environmental deformation. De Marco’s work is notable for bridging the gap between theoretical robotics and clinical application, offering practical solutions that enhance procedural outcomes. His achievements position him as an emerging leader in medical robotics, with his research promising to transform endovascular surgery and improve patient care.
Research Focus
Key Achievements
Top Papers
- 1