Machine learning distinguishes neurosurgical skill levels in a virtual reality tumor resection task

Automaticity of Force Application During Simulated Brain Tumor Resection: Testing the Fitts and Posner Model

(2018) Abdulgadir Bugdadi et al.   Journal of Surgical Education

Impact of acute stress on psychomotor bimanual performance during a simulated tumor resection task

(2017) Khalid Bajunaid et al.   JOURNAL OF NEUROSURGERY

The force pyramid: a spatial analysis of force application during virtual reality brain tumor resection

(2017) Hamed Azarnoush et al.   JOURNAL OF NEUROSURGERY

Natural and Artificial Intelligence in Neurosurgery: A Systematic Review

(2017) Joeky T Senders et al.   NEUROSURGERY

Virtual Reality Tumor Resection: The Force Pyramid Approach

(2017) Robin Sawaya et al.   Operative Neurosurgery

Bimanual Psychomotor Performance in Neurosurgical Resident Applicants Assessed Using NeuroTouch, a Virtual Reality Simulator

(2016) Alexander Winkler-Schwartz et al.   Journal of Surgical Education

Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

(2016) Ziad Obermeyer et al.   NEW ENGLAND JOURNAL OF MEDICINE

Proficiency Performance Benchmarks for Removal of Simulated Brain Tumors Using a Virtual Reality Simulator NeuroTouch

(2015) Gmaan AlZhrani et al.   Journal of Surgical Education

Assessing Bimanual Performance in Brain Tumor Resection With NeuroTouch, a Virtual Reality Simulator

(2015) Fahad E. Alotaibi et al.   NEUROSURGERY

Neurosurgical Assessment of Metrics Including Judgment and Dexterity Using the Virtual Reality Simulator NeuroTouch (NAJD Metrics)

(2015) Fahad E. Alotaibi et al.   Surgical Innovation

Operator experience determines performance in a simulated computer-based brain tumor resection task

(2015) Terrell Holloway et al.   International Journal of Computer Assisted Radiology and Surgery

Use of a Machine Learning Algorithm to Classify Expertise

(2014) Robert A. Watson   ACADEMIC MEDICINE

Artificial neural networks in neurosurgery

(2014) P. Azimi et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

Development of force-based metrics for skills assessment in minimally invasive surgery

(2014) Ana Luisa Trejos et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Neurosurgical virtual reality simulation metrics to assess psychomotor skills during brain tumor resection

(2014) Hamed Azarnoush et al.   International Journal of Computer Assisted Radiology and Surgery

Surgical Expertise in Neurosurgery

(2013) Nicholas Gélinas-Phaneuf et al.   NEUROSURGERY

Assessing performance in brain tumor resection using a novel virtual reality simulator

(2013) Nicholas Gélinas-Phaneuf et al.   International Journal of Computer Assisted Radiology and Surgery

Validating the Use of Smartphone-Based Accelerometers for Performance Assessment in a Simulated Neurosurgical Task

(2013) Wei Jie Jensen Ang et al.   Operative Neurosurgery

Construct validity of the LapSim virtual laparoscopic simulator within a urology residency program

(2012) E. Kovac et al.   CUAJ-Canadian Urological Association Journal

Fundamentals of Neurosurgery: Virtual Reality Tasks for Training and Evaluation of Technical Skills

(2012) Nusrat Choudhury et al.   World Neurosurgery

Providing metrics and performance feedback in a surgical simulator

(2011) Christopher Sewell et al.   Computer Aided Surgery

Automatic scoring of virtual mastoidectomies using expert examples

(2011) Thomas Kerwin et al.   International Journal of Computer Assisted Radiology and Surgery

A Virtual Reality Simulator for Teaching and Evaluating Dental Procedures

(2010) P. Rhienmora et al.   METHODS OF INFORMATION IN MEDICINE

Assessing suturing techniques using a virtual reality surgical simulator

(2010) Hamed Kazemi et al.   MICROSURGERY