Machine Learning Identification of Surgical and Operative Factors Associated With Surgical Expertise in Virtual Reality Simulation.

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第一作者： Alexander,Winkler-Schwartz

第一单位： Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.

作者： Alexander,Winkler-Schwartz ^[1] ; Recai,Yilmaz ^[1] ; Nykan,Mirchi ^[1] ; Vincent,Bissonnette ^[1] ; Nicole,Ledwos ^[2] ; Samaneh,Siyar ^[1] ; Hamed,Azarnoush ^[1] ; Bekir,Karlik ^[3] ; Rolando,Del Maestro ^[1]

作者单位： Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada. ^[1] Department of Orthopedic Surgery, McGill University, Montreal, Quebec, Canada. ^[2] Department of Biomedical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran. ^[3]

主题词成年人(Adult);算法(Algorithms);人工智能(Artificial Intelligence);脑肿瘤(Brain Neoplasms);加拿大(Canada);临床工作能力(Clinical Competence);女(雌)性(Female);人类(Humans);实习医师和住院医师职务(Internship and Residency);男(雄)性(Male);神经外科手术(Neurosurgical Procedures)

DOI 10.1001/jamanetworkopen.2019.8363

PMID 31373651

发布时间 2020-06-15

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JAMA network open

2019年2卷8期

e198363页

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Machine Learning Identification of Surgical and Operative Factors Associated With Surgical Expertise in Virtual Reality Simulation.

JAMA network open

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Machine Learning Identification of Surgical and Operative Factors Associated With Surgical Expertise in Virtual Reality Simulation.

JAMA network open

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JAMA network open

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