| The Virtual Operative Assistant: An explainable artificial intelligence tool for simulation-based training in surgery and medicine N Mirchi, V Bissonnette, R Yilmaz, N Ledwos, A Winkler-Schwartz, ... PloS one 15 (2), e0229596, 2020 | 193 | 2020 |
| Artificial intelligence in medical education: best practices using machine learning to assess surgical expertise in virtual reality simulation A Winkler-Schwartz, V Bissonnette, N Mirchi, N Ponnudurai, R Yilmaz, ... Journal of surgical education 76 (6), 1681-1690, 2019 | 186 | 2019 |
| Machine learning identification of surgical and operative factors associated with surgical expertise in virtual reality simulation A Winkler-Schwartz, R Yilmaz, N Mirchi, V Bissonnette, N Ledwos, S Siyar, ... JAMA network open 2 (8), e198363-e198363, 2019 | 126 | 2019 |
| Artificial intelligence distinguishes surgical training levels in a virtual reality spinal task V Bissonnette, N Mirchi, N Ledwos, G Alsidieri, A Winkler-Schwartz, ... JBJS 101 (23), e127, 2019 | 91 | 2019 |
| Artificial neural networks to assess virtual reality anterior cervical discectomy performance N Mirchi, V Bissonnette, N Ledwos, A Winkler-Schwartz, R Yilmaz, ... Operative Neurosurgery 19 (1), 65-75, 2020 | 56 | 2020 |
| Virtual reality anterior cervical discectomy and fusion simulation on the novel sim-ortho platform: validation studies N Ledwos, N Mirchi, V Bissonnette, A Winkler-Schwartz, R Yilmaz, ... Operative Neurosurgery 20 (1), 74-82, 2021 | 39 | 2021 |
| Machine learning distinguishes neurosurgical skill levels in a virtual reality tumor resection task S Siyar, H Azarnoush, S Rashidi, A Winkler-Schwartz, V Bissonnette, ... Medical & biological engineering & computing 58, 1357-1367, 2020 | 25 | 2020 |
| Assessment of learning curves on a simulated neurosurgical task using metrics selected by artificial intelligence N Ledwos, N Mirchi, R Yilmaz, A Winkler-Schwartz, A Sawni, ... Journal of Neurosurgery 137 (4), 1160-1171, 2022 | 17 | 2022 |
| Artificial neural network approach to competency-based training using a virtual reality neurosurgical simulation A Reich, N Mirchi, R Yilmaz, N Ledwos, V Bissonnette, DH Tran, ... Operative Neurosurgery 23 (1), 31-39, 2022 | 11 | 2022 |
| Neurosurgical simulation & artificial intelligence learning centre V Bissonnette, N Mirchi, N Ledwos, G Alsidieri, A Winkler-Schwartz, ... Artificial intelligence distinguishes surgical training levels in a virtual …, 2019 | 11 | 2019 |
| Nondominant Hand Skills Spatial and Psychomotor Analysis During a Complex Virtual Reality Neurosurgical Task—A Case Series Study R Yilmaz, N Ledwos, R Sawaya, A Winkler-Schwartz, N Mirchi, ... Operative Neurosurgery 23 (1), 22-30, 2022 | 4 | 2022 |
| Method and system for generating a training platform N Mirchi, N Ledwos, V Bissonnette, AW SCHWARTZ, R Yilmaz, ... US Patent App. 17/438,118, 2022 | | 2022 |
