Health Technology/clinical-trials

Mozart or Silence? RCT Tests Music's Effect on Neurosurgical Simulation Performance Using AI-Driven Skill Assessment

247 Health News Editorial

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24 July 2026

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5 min read

·clinical-trials

A completed McGill University RCT is examining whether Mozart piano music during neurosurgical simulation training improves technical skill acquisition and transfer in early-stage medical students, assessed using an AI-driven deep learning platform. The findings could reshape how simulation training environments are designed across surgical specialties globally.

Originally reported by ClinicalTrials.gov

References

  1. 1.McGill University. (2025). Effect of music on surgical performance during artificial intelligence-based simulation training: A randomized controlled trial (NCT07111481). ClinicalTrials.gov. https://clinicaltrials.gov/study/NCT07111481
  2. 2.Mirchi, N., Bissonnette, V., Yilmaz, R., Ledwos, N., Winkler-Schwartz, A., & Del Maestro, R. F. (2020). The Virtual Operative Assistant: An explainable artificial intelligence tool for simulation-based training in surgery and medicine. PLOS ONE, 15(2), e0229596. https://doi.org/10.1371/journal.pone.0229596
  3. 3.Aggarwal, R., Mytton, O. T., Derbrew, M., Hananel, D., Heydenburg, M., Issenberg, B., MacAulay, C., Mancini, M. E., Morimoto, T., Soper, N., Ziv, A., & Reznick, R. (2010). Training and simulation for patient safety. Quality & Safety in Health Care, 19(Suppl 2), i34–i43. https://doi.org/10.1136/qshc.2010.042481
  4. 4.Lies, S. R., & Zhang, A. Y. (2015). Prospective randomized study of the effect of music on the efficiency of surgical closures. Aesthetic Surgery Journal, 35(7), 858–863. https://doi.org/10.1093/asj/sju161
  5. 5.Winkler-Schwartz, A., Yilmaz, R., Mirchi, N., Bissonnette, V., Ledwos, N., Siyar, S., Azarnoush, H., Karlik, B., & Del Maestro, R. F. (2019). Machine learning identification of surgical and operative factors associated with surgical expertise in virtual reality simulation. JAMA Network Open, 2(8), e198363. https://doi.org/10.1001/jamanetworkopen.2019.8363
  6. 6.Oomens, P., Fu, V. X., & Kleinrensink, G. J. (2019). The effect of music on simulated surgical performance: A systematic review. Surgical Endoscopy, 33(8), 2774–2782. https://doi.org/10.1007/s00464-019-06862-3
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247 Health News Editorial

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