Deep learning-based video-analysis of instrument motion in microvascular anastomosis training
Taku Sugiyama, Hiroyuki Sugimori, Minghui Tang, Yasuhiro Ito, Masayuki Gekka, Haruto Uchino, Masaki Ito, Katsuhiko Ogasawara, Miki Fujimura
Topics & Concepts
JerkMotion analysisKinematicsTask (project management)MedicineMotion (physics)Artificial intelligenceMicrosurgeryAnastomosisLearning curveComputer scienceComputer visionMedical physicsSurgeryAccelerationOperating systemPhysicsClassical mechanicsEconomicsManagementSurgical Simulation and TrainingSoft Robotics and ApplicationsAugmented Reality Applications