| 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 |
| Effect of artificial intelligence tutoring vs expert instruction on learning simulated surgical skills among medical students: a randomized clinical trial AM Fazlollahi, M Bakhaidar, A Alsayegh, R Yilmaz, A Winkler-Schwartz, ... JAMA network open 5 (2), e2149008-e2149008, 2022 | 61 | 2022 |
| 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 |
| Utilizing a multilayer perceptron artificial neural network to assess a virtual reality surgical procedure S Alkadri, N Ledwos, N Mirchi, A Reich, R Yilmaz, M Driscoll, ... Computers in Biology and Medicine 136, 104770, 2021 | 33 | 2021 |
| Artificial intelligence in radiology residency training MC Forney, AF McBride Seminars in Musculoskeletal Radiology 24 (01), 74-80, 2020 | 26 | 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 |
| Continuous monitoring of surgical bimanual expertise using deep neural networks in virtual reality simulation R Yilmaz, A Winkler-Schwartz, N Mirchi, A Reich, S Christie, DH Tran, ... NPJ Digital Medicine 5 (1), 54, 2022 | 16 | 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 |
| Creating a comprehensive research platform for surgical technique and operative outcome in primary brain tumor neurosurgery A Winkler-Schwartz, R Yilmaz, DH Tran, HE Gueziri, B Ying, M Tuznik, ... World Neurosurgery 144, e62-e71, 2020 | 11 | 2020 |
| Utilizing artificial intelligence and electroencephalography to assess expertise on a simulated neurosurgical task S Natheir, S Christie, R Yilmaz, A Winkler-Schwartz, K Bajunaid, ... Computers in Biology and Medicine 152, 106286, 2023 | 7 | 2023 |
| Machine learning identification of surgical and operative factors associated with surgical expertise in virtual reality simulation. JAMA Netw Open. 2019; 2 (8): e198363 A Winkler-Schwartz, R Yilmaz, N Mirchi, V Bissonnette, N Ledwos, S Siyar, ... | 7 | 2019 |
| O022 real-time artificial intelligence instructor vs expert instruction in teaching of expert level tumour resection skills–a randomized controlled trial R Yilmaz, M Bakhaidar, A Alsayegh, R Del Maestro British Journal of Surgery 110 (Supplement_3), znad101. 022, 2023 | 5 | 2023 |
| Best practices using ex vivo animal brain models in neurosurgical education to assess surgical expertise A Alsayegh, M Bakhaidar, A Winkler-Schwartz, R Yilmaz, RF Del Maestro World neurosurgery 155, e369-e381, 2021 | 5 | 2021 |
| & Del Maestro, R.(2019) A Winkler-Schwartz, R Yilmaz, N Mirchi, V Bissonnette, N Ledwos, S Siyar Machine learning identification of surgical and operative factors associated …, 0 | 5 | |
| 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 |
| Quantitation of tissue resection using a brain tumor model and 7-T magnetic resonance imaging technology DH Tran, A Winkler-Schwartz, M Tuznik, HE Gueziri, DA Rudko, A Reich, ... World Neurosurgery 148, e326-e339, 2021 | 4 | 2021 |
| O51: artificial intelligence utilizing recurrent neural networks to continuously monitor composites of surgical expertise R Yilmaz, A Winkler-Schwartz, N Mirchi, A Reich, R Del Maestro British Journal of Surgery 108 (Supplement_1), znab117. 051, 2021 | 4 | 2021 |
Rolando Del MaestroNeurosurgical Simulation and Artificial Intelligence Learning Centre, McGill UniversityUnknownVerified email at mcgill.ca
