Landmark Study Opens: Machine Learning Assessment of Robotic Surgery Skills Across 1000 Surgeons — Implications for Training and Credentialing
247 Health News Editorial
·29 May 2026
·3 min read
·clinical-trialsMemorial Sloan Kettering launches landmark study using machine learning to assess robotic surgery skills across 1000 surgeons. This research could revolutionise surgical training and competency assessment through objective, automated performance metrics.
Originally reported by ClinicalTrials.gov
References
- 1.Memorial Sloan Kettering Cancer Center. (2024). Generalized robotic skills assessment using machine learning-based analysis across multiple surgical specialties. ClinicalTrials.gov. NCT06037837. https://clinicaltrials.gov/study/NCT06037837
- 2.Hung, A. J., Chen, J., & Gill, I. S. (2018). Automated performance metrics and machine learning algorithms to measure surgeon performance and anticipate clinical outcomes in robotic surgery. JAMA Surgery, 153(8), 770-771. https://doi.org/10.1001/jamasurg.2018.1512
- 3.Goldenberg, M. G., Jung, J., & Grantcharov, T. P. (2017). Using data to enhance performance and improve quality and safety in surgery. JAMA Surgery, 152(10), 972-973. https://doi.org/10.1001/jamasurg.2016.4342
- 4.Birkmeyer, J. D., Finks, J. F., O'Reilly, A., Oerline, M., Carlin, A. M., Nunn, A. R., Dimick, J., Banerjee, M., & Birkmeyer, N. J. (2013). Surgical skill and complication rates after bariatric surgery. New England Journal of Medicine, 369(15), 1434-1442. https://doi.org/10.1056/NEJMsa1300625
- 5.Grantcharov, T. P., Kristiansen, V. B., Bendix, J., Bardram, L., Rosenberg, J., & Funch-Jensen, P. (2004). Randomized clinical trial of virtual reality simulation for laparoscopic skills training. British Journal of Surgery, 91(2), 146-150. https://doi.org/10.1002/bjs.4407
- 6.Vedula, S. S., Ishii, M., & Hager, G. D. (2017). Objective assessment of surgical technical skill and competency in the operating room. Annual Review of Biomedical Engineering, 19, 301-325. https://doi.org/10.1146/annurev-bioeng-071516-044435
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247 Health News Editorial
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