ArticleJournal of medical Internet research2021
Virtual and Augmented Reality Applications in Medicine: Analysis of the Scientific Literature.
Article in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 134 papers, 9 of them syntheses that pooled 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.
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.
Mixed-reality Holographic Screens as the Replacement of Monitors in the Endoscopy Suite: a Multicenter Study
Effect of Active and Passive Augmented Reality Glasses in Behavioral Children Management for Inferior Alveolar Nerve Block - A Randomized Controlled Trial
Who cites it
134 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Perception, assessment, and coaching: a systematic review and taxonomy of computer vision-based physical rehabilitation techniques.Frontiers in rehabilitation sciences · 2026Pooled it
- Virtual reality for reducing pain, anxiety, and distress in children, adolescents, and young adults with cancer: a systematic review and meta-analysis of randomized controlled trials.Frontiers in psychiatry · 2026Pooled it
- Effectiveness of Mixed Reality in Oral Surgery Training: A Systematic Review.Sensors (Basel, Switzerland) · 2025Pooled it
- Effect of an Extended Reality Simulation Intervention on Midwifery Students' Anxiety: Systematic Review.JMIR nursing · 2025Pooled it
- Intraoperative application of mixed and augmented reality for digital surgery: a systematic review of ethical issues.Frontiers in surgery · 2024Pooled it
- Application of three-dimensional printing in plastic surgery: a bibliometric analysis.Frontiers in surgery · 2024Pooled it
- Virtual Reality Intervention for Patients With Neck Pain: Systematic Review and Meta-analysis of Randomized Controlled Trials.Journal of medical Internet research · 2023Pooled it
- Accuracy of Augmented Reality-Assisted Navigation in Dental Implant Surgery: Systematic Review and Meta-analysis.Journal of medical Internet research · 2023Pooled it
- Applications of Extended Reality in Ophthalmology: Systematic Review.Journal of medical Internet research · 2021Pooled it
- A randomised controlled trial comparing effectiveness of audio-visual aid and ai-personalised video self-modelling interventions to reduce dental fear and anxiety in paediatric patients.European archives of paediatric dentistry : official journal of the European Academy of Paediatric Dentistry · 2026Trial
- Virtual reality-based training improves thoracentesis skills in medical interns: a randomized controlled trial.BMC medical education · 2026Trial
- Comparison of mixed reality and computed tomography-guided preoperative hook-wire localization for pulmonary nodules in video-assisted thoracoscopic surgery: a noninferiority randomized clinical trial.Scientific reports · 2026Trial
- An adaptive AI-based virtual reality sports system for adolescents with excess body weight: a randomized controlled trial.Nature medicine · 2025Trial
- Metaverse Clinic for Pregnant Women With Subclinical Hypothyroidism: Prospective Randomized Study.Journal of medical Internet research · 2025Trial
- Effects of Virtual Reality on Pain, Stress, and Affect in an Outpatient Chemotherapy Infusion Clinic: A Randomized Controlled Trial.Clinical journal of oncology nursing · 2025Trial
- Effect of virtual reality-based visual training for myopia control in children: a randomized controlled trial.BMC ophthalmology · 2024Trial
- Effects of the CALM intervention on resilience in Chinese patients with early breast cancer: a randomized trial.Journal of cancer research and clinical oncology · 2023Trial
- Digital technology for orthognathic surgery training promotion: a randomized comparative study.PeerJ · 2022Trial
- Integrating Large Language Models and Metaverse-Related Technologies in Urology Education: Viewpoint.JMIR medical education · 2026Article
- Medical Extended Reality in Perioperative Medicine: A Scoping Review of Intervention Development, Feasibility Evaluation, and Translational Readiness.Mayo Clinic proceedings. Digital health · 2026Review
74 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundVirtual reality (VR) and augmented reality (AR) have recently become popular research themes. However, there are no published bibliometric reports that have analyzed the corresponding scientific literature in relation to the application of these technologies in medicine.
objectiveWe used a bibliometric approach to identify and analyze the scientific literature on VR and AR research in medicine, revealing the popular research topics, key authors, scientific institutions, countries, and journals. We further aimed to capture and describe the themes and medical conditions most commonly investigated by VR and AR research.
methodsThe Web of Science electronic database was searched to identify relevant papers on VR research in medicine. Basic publication and citation data were acquired using the "Analyze" and "Create Citation Report" functions of the database. Complete bibliographic data were exported to VOSviewer and Bibliometrix, dedicated bibliometric software packages, for further analyses. Visualization maps were generated to illustrate the recurring keywords and words mentioned in the titles and abstracts.
resultsThe analysis was based on data from 8399 papers. Major research themes were diagnostic and surgical procedures, as well as rehabilitation. Commonly studied medical conditions were pain, stroke, anxiety, depression, fear, cancer, and neurodegenerative disorders. Overall, contributions to the literature were globally distributed with heaviest contributions from the United States and United Kingdom. Studies from more clinically related research areas such as surgery, psychology, neurosciences, and rehabilitation had higher average numbers of citations than studies from computer sciences and engineering.
conclusionsThe conducted bibliometric analysis unequivocally reveals the versatile emerging applications of VR and AR in medicine. With the further maturation of the technology and improved accessibility in countries where VR and AR research is strong, we expect it to have a marked impact on clinical practice and in the life of patients.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.