Machine learning distinguishes neurosurgical skill levels in a virtual reality tumor resection task
Samaneh Siyar, Hamed Azarnoush, Saeid Rashidi, Alexander Winkler-Schwartz, Vincent Bissonnette, Nirros Ponnudurai, Rolando F. Del Maestro
Topics & Concepts
Virtual realityMachine learningTask (project management)Artificial intelligencePsychomotor learningComputer scienceSupport vector machineNeurosurgeryApprenticeshipResectionHuman–computer interactionPentiumFeature (linguistics)Virtual machineSoftwarePoint (geometry)Physical medicine and rehabilitationLearning curveBrain tumorTask analysisVirtual learning environmentVirtual trainingMedical physicsSimulationSurgical Simulation and TrainingSimulation-Based Education in HealthcareVirtual Reality Applications and Impacts