1. Machine learning distinguishes neurosurgical skill levels in a virtual reality tumor resection task
2. Winkler-Schwartz , A. , Yilmaz , R. , Mirchi , N. , Bissonnette , V. , Ledwos , N. , Siyar , S. , ... & Del Maestro , R. ( 2019 ). Machine learning identification of surgical and operative factors associated with surgical expertise in virtual reality simulation. JAMA network open, 2(8), e198363-e198363 Winkler-Schwartz, A., Yilmaz, R., Mirchi, N., Bissonnette, V., Ledwos, N., Siyar, S., ... & Del Maestro, R. (2019). Machine learning identification of surgical and operative factors associated with surgical expertise in virtual reality simulation. JAMA network open, 2(8), e198363-e198363
3. Fard , M. J. , Ameri , S. , Chinnam , R. B. , Pandya , A. K. , Klein , M. D. , & Ellis , R. D. ( 2016 ). Machine learning approach for skill evaluation in robotic-assisted surgery. arXiv preprint arXiv:1611.05136 Fard, M. J., Ameri, S., Chinnam, R. B., Pandya, A. K., Klein, M. D., & Ellis, R. D. (2016). Machine learning approach for skill evaluation in robotic-assisted surgery. arXiv preprint arXiv:1611.05136
4. Driving skill classification in curve driving scenes using machine learning
5. Evaluation of welding skill using probability density distributions and neural network analysis