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The Role and Future of Artificial Intelligence in Robotic Image-Guided Interventions
Tom Boeken1, Hwa-Pyung David Lim2, Emil I Cohen2
1Department of Vascular and Oncological Interventional Radiology, Hôpital Européen Georges Pompidou, AP-HP; Université Paris Cité, Faculté de Médecine; HEKA INRIA, INSERM PARCC U 970, Paris, France.
Abstract:
Artificial intelligence and robotics are transforming interventional radiology, driven by advancements in computer vision, robotics and procedural automation. Historically focused on diagnostics, AI now also enhances procedural capabilities in IR, enabling future robotic systems to handle complex tasks such as catheter manipulation or needle placement with increasing precision and reliability. Early robotic systems in IR demonstrated improved accuracy in both vascular and percutaneous interventions, though none were equipped with automatic decision-making. This review tends to show the potential in improving procedural outcomes with AI for robotics, though challenges remain. Techniques like reinforcement learning and haptic vision are under investigation to address several issues, training robots to adapt based on real-time feedback from the environment. As AI-driven robotics evolve, IR could shift towards a model where human expertise oversees the technology rather than performs the intervention itself.
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