Utilizing artificial intelligence and electroencephalography to assess expertise on a simulated neurosurgical task
Authors: Sharif Natheir, Sommer Christie, Recai Yilmaz, Alexander Winkler-Schwartz, Khalid Bajunaid, Abdulrahman J Sabbagh, Penny Werthner, Jawad Fares, …
Machine learning distinguishes neurosurgical skill levels in a virtual reality tumor resection task
Authors: Samaneh Siyar, Hamed Azarnoush, Saeid Rashidi, Alexander Winkler-Schwartz, Vincent Bissonnette, Nirros Ponnudurai, Rolando F Del Maestro Publication …
Tremor assessment during virtual reality brain tumor resection
Authors: Samaneh Siyar, Hamed Azarnoush, Saeid Rashidi, Rolando F Del Maestro Publication date: 2020 Journal: Journal of Surgical Education …
Artificial intelligence in medical education: best practices using machine learning to assess surgical expertise in virtual reality simulation
Authors: Alexander Winkler-Schwartz, Vincent Bissonnette, Nykan Mirchi, Nirros Ponnudurai, Recai Yilmaz, Nicole Ledwos, Samaneh Siyar, Hamed Azarnoush, Bekir …
Machine learning identification of surgical and operative factors associated with surgical expertise in virtual reality simulation
Authors: Alexander Winkler-Schwartz, Recai Yilmaz, Nykan Mirchi, Vincent Bissonnette, Nicole Ledwos, Samaneh Siyar, Hamed Azarnoush, Bekir Karlik, Rolando …
Development of a performance model for virtual reality tumor resections
Authors: Robin Sawaya, Ghusn Alsideiri, Abdulgadir Bugdadi, Alexander Winkler-Schwartz, Hamed Azarnoush, Khalid Bajunaid, Abdulrahman J Sabbagh, Rolando Del …
Development of a performance model for virtual reality tumor resections
Authors: R Sawaya, G Alsideiri, A Bugdadi, A Winkler-Schwartz, H Azarnoush, K Bajunaid, AJ Sabbagh, R Del Maestro …
Virtual reality tumor resection: the force pyramid approach
Authors: Robin Sawaya, Abdulgadir Bugdadi, Hamed Azarnoush, Alexander Winkler-Schwartz, Fahad E Alotaibi, Khalid Bajunaid, Gmaan A AlZhrani, Ghusn …
Automaticity of force application during simulated brain tumor resection: testing the Fitts and Posner model
Authors: Abdulgadir Bugdadi, Robin Sawaya, Duaa Olwi, Gmaan Al-Zhrani, Hamed Azarnoush, Abdulrahman Jafar Sabbagh, Ghusn Alsideiri, Khalid Bajunaid, …
Impact of acute stress on psychomotor bimanual performance during a simulated tumor resection task
Authors: Khalid Bajunaid, Muhammad Abu Shadeque Mullah, Alexander Winkler-Schwartz, Fahad E Alotaibi, Jawad Fares, Marta Baggiani, Hamed Azarnoush, …