The Role of Augmented Reality in Surgical Training: A Systematic Review
- PMID: 36412148
- PMCID: PMC10331622
- DOI: 10.1177/15533506221140506
The Role of Augmented Reality in Surgical Training: A Systematic Review
Abstract
This review aims to provide an update on the role of augmented reality (AR) in surgical training and investigate whether the use of AR improves performance measures compared to traditional approaches in surgical trainees.
PUBMED, EMBASE, Google Scholar, Cochrane Library, British Library and Science Direct were searched following PRIMSA guidelines. All English language original studies pertaining to AR in surgical training were eligible for inclusion. Qualitative analysis was performed and results were categorised according to simulator models, subsequently being evaluated using Messick's framework for validity and McGaghie's translational outcomes for simulation-based learning.
Of the 1132 results retrieved, 45 were included in the study. 29 platforms were identified, with the highest 'level of effectiveness' recorded as 3. In terms of validity parameters, 10 AR models received a strong 'content validity' score of 2.15 models had a 'response processes' score ≥ 1. 'Internal structure' and 'consequences' were largely not discussed. 'Relations to other variables' was the best assessed criterion, with 9 platforms achieving a high score of 2. Overall, the Microsoft HoloLens received the highest level of recommendation for both validity and level of effectiveness.
Augmented reality in surgical education is feasible and effective as an adjunct to traditional training. The Microsoft HoloLens has shown the most promising results across all parameters and produced improved performance measures in surgical trainees. In terms of the other simulator models, further research is required with stronger study designs, in order to validate the use of AR in surgical training.
Keywords: gynecologic laparoscopy; neurosurgery; orthopedic surgery; simulation; surgical education; urology; vascular surgery.
Conflict of interest statement
The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Figures
Similar articles
-
Expanding Educational Frontiers in Neurosurgery: Current and Future Uses of Augmented Reality.Neurosurgery. 2023 Feb 1;92(2):241-250. doi: 10.1227/neu.0000000000002199. Epub 2022 Nov 11. Neurosurgery. 2023. PMID: 36637263
-
Augmented reality for basic skills training in laparoscopic surgery: a systematic review and meta-analysis.Surg Endosc. 2025 Jan;39(1):307-318. doi: 10.1007/s00464-024-11387-5. Epub 2024 Nov 12. Surg Endosc. 2025. PMID: 39532736 Free PMC article.
-
A systematic review of simulation-based training tools for technical and non-technical skills in ophthalmology.Eye (Lond). 2020 Oct;34(10):1737-1759. doi: 10.1038/s41433-020-0832-1. Epub 2020 Mar 13. Eye (Lond). 2020. PMID: 32203241 Free PMC article.
-
A novel augmented reality-based simulator for enhancing orthopedic surgical training.Comput Biol Med. 2025 Feb;185:109536. doi: 10.1016/j.compbiomed.2024.109536. Epub 2024 Dec 12. Comput Biol Med. 2025. PMID: 39672013
-
Validity and effectiveness of augmented reality in surgical education: A systematic review.Surgery. 2021 Jul;170(1):88-98. doi: 10.1016/j.surg.2021.01.051. Epub 2021 Mar 18. Surgery. 2021. PMID: 33744003
Cited by
-
Views on Augmented Reality, Virtual Reality, and 3D Printing in Modern Medicine and Education: A Qualitative Exploration of Expert Opinion.J Digit Imaging. 2023 Aug;36(4):1930-1939. doi: 10.1007/s10278-023-00833-w. Epub 2023 May 10. J Digit Imaging. 2023. PMID: 37162654 Free PMC article.
-
Perspective or Spectacle? Teaching thoracic aortic anatomy in a mixed reality assisted educational approach- a two-armed randomized pilot study.Langenbecks Arch Surg. 2024 Sep 9;409(1):274. doi: 10.1007/s00423-024-03463-0. Langenbecks Arch Surg. 2024. PMID: 39251463 Free PMC article. Clinical Trial.
-
A Comparative Study of Traditional Technique Guide versus Virtual Reality in Orthopedic Trauma Training.Adv Med Educ Pract. 2023 Sep 4;14:947-955. doi: 10.2147/AMEP.S395087. eCollection 2023. Adv Med Educ Pract. 2023. PMID: 37693298 Free PMC article.
-
Augmented Reality (AR) in Surgery in Low- and Middle-Income Countries (LMICs): A Scoping Review.Cureus. 2024 Jul 10;16(7):e64278. doi: 10.7759/cureus.64278. eCollection 2024 Jul. Cureus. 2024. PMID: 39130987 Free PMC article.
-
Development of anatomically accurate digital organ models for surgical simulation and training.PLoS One. 2025 Apr 9;20(4):e0320816. doi: 10.1371/journal.pone.0320816. eCollection 2025. PLoS One. 2025. PMID: 40203219 Free PMC article.
References
-
- Simulation in surgical training. 2011. www.asit.org. Accessed March 15, 2021.
-
- Panic N, Leoncini E, De Belvis G, Ricciardi W, Boccia S. Evaluation of the endorsement of the preferred reporting items for systematic reviews and meta-analysis (PRISMA) statement on the quality of published systematic review and meta-analyses. PLoS One. 2013;8(12):e83138. doi:10.1371/journal.pone.0083138 - DOI - PMC - PubMed
-
- Messick S. Meaning and values in test validation: The science and ethics of assessment. Educ Res. 1989;18(2):5-11. doi:10.3102/0013189X018002005 - DOI
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Research Materials