Nykan Mirchi
Nykan Mirchi
McGill University, University of Toronto
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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
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
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
Artificial Intelligence Distinguishes Surgical Training Levels in a Virtual Reality Spinal Task
V Bissonnette, N Mirchi, N Ledwos, G Alsidieri, A Winkler-Schwartz, ...
The Journal of Bone and Joint Surgery 101 (23), e127, 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, 2019
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
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
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
Aifred Health, a Deep Learning Powered Clinical Decision Support System for Mental Health
D Benrimoh, R Fratila, S Israel, K Perlman, N Mirchi, S Desai, A Rosenfeld, ...
The NIPS'17 Competition: Building Intelligent Systems, 251-287, 2018
Intelligent tutoring systems: re-envisioning surgical education in response to COVID-19
N Mirchi, N Ledwos, RF Del Maestro
Canadian Journal of Neurological Sciences 48 (2), 198-200, 2021
Big Data analytics and artificial intelligence in mental healthcare
A Rosenfeld, D Benrimoh, C Armstrong, N Mirchi, T Langlois-Therrien, ...
Applications of big data in healthcare, 137-171, 2021
Tracking mood fluctuations with functional network patterns
N Mirchi, RF Betzel, BC Bernhardt, A Dagher, B Mišić
Social cognitive and affective neuroscience 14 (1), 47-57, 2019
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
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
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
Decoding Intracranial EEG with Machine Learning: A Systematic Review
N Mirchi, N Warsi, F Zhang, SM Wong, H Suresh, K Mithani, L Erdman, ...
Frontiers in Human Neuroscience, 399, 2022
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
Preparing Medical Students for the Impact of Artificial Intelligence on Healthcare
V Harish, K Bilimoria, N Mehta, F Morgado, A Aissiou, S Eaton, S Hu, F Ji, ...
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
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
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