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Machine Learning Identification of Surgical and Operative Factors Associated With Surgical Expertise in Virtual Reality Simulation.
Winkler-Schwartz, Alexander; Yilmaz, Recai; Mirchi, Nykan; Bissonnette, Vincent; Ledwos, Nicole; Siyar, Samaneh; Azarnoush, Hamed; Karlik, Bekir; Del Maestro, Rolando.
Afiliación
  • Winkler-Schwartz A; Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.
  • Yilmaz R; Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.
  • Mirchi N; Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.
  • Bissonnette V; Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.
  • Ledwos N; Department of Orthopedic Surgery, McGill University, Montreal, Quebec, Canada.
  • Siyar S; Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.
  • Azarnoush H; Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.
  • Karlik B; Department of Biomedical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran.
  • Del Maestro R; Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.
JAMA Netw Open ; 2(8): e198363, 2019 08 02.
Article en En | MEDLINE | ID: mdl-31373651
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neoplasias Encefálicas / Competencia Clínica / Procedimientos Neuroquirúrgicos / Aprendizaje Automático / Entrenamiento Simulado / Realidad Virtual / Internado y Residencia Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Female / Humans / Male País/Región como asunto: America do norte Idioma: En Revista: JAMA Netw Open Año: 2019 Tipo del documento: Article País de afiliación: Canadá Pais de publicación: Estados Unidos
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neoplasias Encefálicas / Competencia Clínica / Procedimientos Neuroquirúrgicos / Aprendizaje Automático / Entrenamiento Simulado / Realidad Virtual / Internado y Residencia Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Female / Humans / Male País/Región como asunto: America do norte Idioma: En Revista: JAMA Netw Open Año: 2019 Tipo del documento: Article País de afiliación: Canadá Pais de publicación: Estados Unidos