ArticleJMIR mHealth and uHealth2023
Augmented Reality in Real-time Telemedicine and Telementoring: Scoping Review.
Article in JMIR mHealth and uHealth, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 2 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
28 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The effectiveness of augmented reality/mixed reality in medical education: a meta-analysis.BMC medical education · 2025Pooled it
- Effectiveness of Telemedicine on Wound-Related and Patient-Reported Outcomes in Patients With Chronic Wounds: Systematic Review and Meta-Analysis.JMIR mHealth and uHealth · 2025Pooled it
- Glitches to growth: Lessons learned from developing and testing an augmented reality smartphone app for substance use treatment.Experimental and clinical psychopharmacology · 2026Trial
- Holographic Transmission for Real-time Education and Medical Care.Mayo Clinic proceedings. Digital health · 2026Review
- Augmented and virtual reality in surgical practice: a review of applications in visualization, training, and future directions.Journal of robotic surgery · 2026Review
- Translating behavioral interventions into virtual reality: theFrontiers in digital health · 2026Article
- Acromiohumeral Distance as a Diagnostic and Prognostic Biomarker for Shoulder Disorders: A Systematic Review-Acromiohumeral Distance and Shoulder Disorders.Journal of functional morphology and kinesiology · 2025Review
- From rare procedure to institutional capability: a proposal to embed systematic training and adoption of emergency front of neck access.British journal of anaesthesia · 2025Review
- Can you see what I see? Examining the Impact of Smart Glasses on Communication Dynamics in Distributed Emergency Medical Teams.Proceedings of the ACM on human-computer interaction · 2025Article
- Point-of-Care Transesophageal Echocardiography in Emergency and Intensive Care: An Evolving Imaging Modality.Biomedicines · 2025Review
- The Impact of Virtual Reality Simulation Training on Earthquake Preparedness Knowledge and Practices Among Rural Volunteers in Indonesia: Quasi-Experimental Repeated-Measures Study.Journal of medical Internet research · 2025Article
- Evaluating the Effectiveness of Smart Glasses in Reducing Patient Care Time in Emergency Departments: Cohort Study From the Hangzhou Asian Games.JMIR formative research · 2025Article
- Comparison of the ArtekMed mixed reality teleconsultation system with a standard video call system in critical care: user acceptance and feasibility analysis.Intensive care medicine experimental · 2025Article
- Dynamic Augmented Reality Cues for Telementoring in Minimally Invasive Surgeries: Scoping Review.Journal of medical Internet research · 2025Article
- Surgical decision-making in the digital age: the role of telemedicine - a narrative review.Annals of medicine and surgery (2012) · 2025Review
- Transforming neonatal care: a position paper on the potential of augmented and mixed reality.Frontiers in digital health · 2025Article
- Usability evaluation of augmented reality glasses for remote support during extracorporeal membrane oxygenation.Computational and structural biotechnology journal · 2025Article
- Role of eXtended Reality use in medical imaging interpretation for pre-surgical planning and intraoperative augmentation.Journal of medical imaging (Bellingham, Wash.) · 2024Review
- Pioneering Augmented and Mixed Reality in Cranial Surgery: The First Latin American Experience.Brain sciences · 2024Article
- Augmented Reality (AR) in Surgery in Low- and Middle-Income Countries (LMICs): A Scoping Review.Cureus · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundOver the last decade, augmented reality (AR) has emerged in health care as a tool for visualizing data and enhancing simulation learning. AR, which has largely been explored for communication and collaboration in nonhealth contexts, could play a role in shaping future remote medical services and training. This review summarized existing studies implementing AR in real-time telemedicine and telementoring to create a foundation for health care providers and technology developers to understand future opportunities in remote care and education.
objectiveThis review described devices and platforms that use AR for real-time telemedicine and telementoring, the tasks for which AR was implemented, and the ways in which these implementations were evaluated to identify gaps in research that provide opportunities for further study.
methodsWe searched PubMed, Scopus, Embase, and MEDLINE to identify English-language studies published between January 1, 2012, and October 18, 2022, implementing AR technology in a real-time interaction related to telemedicine or telementoring. The search terms were "augmented reality" OR "AR" AND "remote" OR "telemedicine" OR "telehealth" OR "telementoring." Systematic reviews, meta-analyses, and discussion-based articles were excluded from analysis.
resultsA total of 39 articles met the inclusion criteria and were categorized into themes of patient evaluation, medical intervention, and education. In total, 20 devices and platforms using AR were identified, with common features being the ability for remote users to annotate, display graphics, and display their hands or tools in the local user's view. Common themes across the studies included consultation and procedural education, with surgery, emergency, and hospital medicine being the most represented specialties. Outcomes were most often measured using feedback surveys and interviews. The most common objective measures were time to task completion and performance. Long-term outcome and resource cost measurements were rare. Across the studies, user feedback was consistently positive for perceived efficacy, feasibility, and acceptability. Comparative trials demonstrated that AR-assisted conditions had noninferior reliability and performance and did not consistently extend procedure times compared with in-person controls.
conclusionsStudies implementing AR in telemedicine and telementoring demonstrated the technology's ability to enhance access to information and facilitate guidance in multiple health care settings. However, AR's role as an alternative to current telecommunication platforms or even in-person interactions remains to be validated, with many disciplines and provider-to-nonprovider uses still lacking robust investigation. Additional studies comparing existing methods may offer more insight into this intersection, but the early stage of technical development and the lack of standardized tools and adoption have hindered the conduct of larger longitudinal and randomized controlled trials. Overall, AR has the potential to complement and advance the capabilities of remote medical care and learning, creating unique opportunities for innovator, provider, and patient involvement.
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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.