Evidence map›Paper›PMID 41731542›Full record

SynthesisBMC medical education2026

Augmented and virtual reality in dental and oral and maxillofacial surgery education: a systematic review with a taxonomy of training technologies.

Mathias Maes, Jasper Deferme Van Gerven, Robin Willaert, Reinhilde Jacobs

Abstract readSystematic Review
In one paragraph

Synthesis in BMC medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Mathias MaesFaculty of Medicine, University of Leuven, Leuven, Belgium.ORCID http://orcid.org/0009-0002-0900-0501
Jasper Deferme Van GervenFaculty of Medicine, University of Leuven, Leuven, Belgium.ORCID http://orcid.org/0009-0007-1370-5738
Robin WillaertFaculty of Medicine, University of Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0003-1610-6988
Reinhilde JacobsFaculty of Medicine, University of Leuven, Leuven, Belgium. reinhilde.jacobs@ki.se.ORCID http://orcid.org/0000-0002-3461-0363

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The use of augmented reality (AR) and virtual reality (VR) in surgical training has increased significantly. Trainees in skill-intensive specialties such as dentistry and oral and maxillofacial surgery (OMFS) highly depend on treating real life cases under supervision. This old apprentice model is challenged by reduced learning opportunities and patient safety questions. AR and VR training can create alternative learning opportunities and intricate skill acquisition by simulating scenarios, providing real-time feedback and repetitive practice without patient risk. This systematic review aims to evaluate the effectiveness and usability of AR/VR tools in surgical skills training and provides a clear overview of the available systems. In accordance with the PRISMA-SR guidelines, different databases were searched for studies published between April 2015 and 2025. Different AR and VR tools were assessed from twenty-five RCTs and categorized into three groups: haptic simulators, head-mounted devices, and software platforms. Bias assessment via the RoB-2 tool for randomized trials revealed an overall body of evidence with a low risk of bias. Most studies have shown equal or superior outcomes of AR/VR versus conventional training, particularly in terms of preparation accuracy, diagnostic precision, and learner confidence. A minority reported comparable results without clear advantages. In conclusion, AR/VR technologies show promise for enhancing surgical training, although methodological heterogeneity limits comparability. Further research with long-term RCTs, standardized outcomes and user satisfaction is therefore necessary.

Indexed as

Augmented RealityEducation, DentalSimulation TrainingSurgery, OralVirtual RealityClinical CompetenceHumansAugmented realitySimulation-based educationSurgical trainingSystematic reviewVirtual reality

Identifiers

PMID41731542
PMCPMC12954976

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.