AI-Powered Robot Performs Surgery with Human-Like Precision
Johns Hopkins researchers use imitation learning to train robots to execute surgical tasks by watching videos of experienced surgeons.
- The innovative model allows surgical robots to learn procedures by analyzing video footage, eliminating the need for detailed programming of each move.
- The da Vinci Surgical System robot was trained to perform needle manipulation, tissue lifting, and suturing with the same skill as human doctors.
- Researchers utilized a vast archive of videos recorded from wrist cameras on da Vinci robots, which are widely used in hospitals worldwide.
- The AI system can generalize learned procedures to new environments, showcasing an ability to adapt to unforeseen situations, such as picking up a dropped needle.
- This advancement marks a significant step toward autonomous robotic surgery, promising to reduce medical errors and increase surgical precision.