Surgical robots watch, learn, and perfect procedures, but will they cut your healthcare costs?
Researchers at Johns Hopkins University are utilizing imitation learning and machine learning to train a new generation of surgical robots.
AI-powered robot learned to perform surgery by watching doctors work
A robot has achieved a medical milestone by mastering surgical skills from watching videos of experienced surgeons. This breakthrough could revolutionize robotic surgery by moving closer to fully autonomous systems capable of performing complex procedures without human intervention.
Robot That Watched Surgical Videos Now Operates With Human-Level Skill
Researchers have developed a robot capable of performing surgical procedures with the same skill as human doctors by training it using videos of surgeries. The team from Johns Hopkins and Stanford Universities harnessed imitation learning,
Breakthrough robot nails surgery like a human doctor after watching videos
A robot trained via video observation performs surgery with skill rivaling human doctors, moving robotic surgery closer to autonomous procedures.
Robot learns to perform surgical tasks expertly just by watching videos
It takes years of intense study and a steady hand for humans to perform surgery, but robots might have an easier time picking it up with today's AI technology.
Watch a robot operate on a pork loin
“All we need is image input and then this AI system finds the right action,” postdoctoral researcher Ji Woong Kim said. “We find that even with a few hundred demos, the model is able to learn the procedure and generalize new environments it hasn’t encountered.”
Researchers use imitation learning to train surgical robots
John Hopkins develops a training system that uses imitation learning to teach surgical robots how to perform procedures.
Robot learned surgical tasks from videos and AI
A research team used videos of surgeries and the machine learning architecture behind ChatGPT to successfully train a robot to do basic tasks like manipulate a needle, lift body tissue and suture. Why it matters: Showing a robot can perform with the skill of a doctor opens up new possibilities for devices like the widely used da Vinci surgical system and reduce the risk of medical errors,
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