ReviewCell reports. Medicine2021
Virtual and augmented reality for biomedical applications.
Review in Cell reports. Medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 82 papers, 7 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
82 citing papers in PubMed, 7 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
- Effectiveness of virtual and augmented reality for cardiopulmonary resuscitation training: a systematic review and meta-analysis.BMC medical education · 2024Pooled it
- 3D visualization technology for Learning human anatomy among medical students and residents: a meta- and regression analysis.BMC medical education · 2024Pooled it
- Digital interactive experience- and game-based fall interventions for community-dwelling healthy older adults: a cross-disciplinary systematic review.Frontiers in public health · 2024Pooled it
- Intraoperative application of mixed and augmented reality for digital surgery: a systematic review of ethical issues.Frontiers in surgery · 2024Pooled it
- Augmented Reality (AR) for Surgical Robotic and Autonomous Systems: State of the Art, Challenges, and Solutions.Sensors (Basel, Switzerland) · 2023Pooled it
- Augmented reality for orthopedic and maxillofacial oncological surgery: a systematic review focusing on both clinical and technical aspects.Frontiers in bioengineering and biotechnology · 2023Pooled it
- Effectiveness of ChatGPT and DeepSeek in Urology Medical Education: Randomized Controlled Trial.Journal of medical Internet research · 2026Trial
- Integrating ChatGPT in Orthopedic Education for Medical Undergraduates: Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Effects of Fetal Images Produced in Virtual Reality on Maternal-Fetal Attachment: Randomized Controlled Trial.Journal of medical Internet research · 2023Trial
- Optimizing university course timetabling for metaverse integration: a human-centered decision model in medical education.BMC medical education · 2026Article
- Exploring the advantages of mixed reality technology in Robot-assisted laparoscopic partial adrenalectomy.World journal of surgical oncology · 2026Article
- Super-resolution image projection over an extended depth of field using a diffractive decoder.Light, science & applications · 2026Article
- A highly feasible simulation model based on nipple-preserving pork portions for practicing superficial mass resection.BMC surgery · 2026Article
- Bilateral retinal implants for improving visual restoration: a simulated bionic vision study.Medical & biological engineering & computing · 2026Article
- Immersive virtual reality psychotherapy for children and adolescents-A systematic review and meta-analysis.Internet interventions · 2026Review
- The Augmented Cytopathologist: A Conceptual Exploratory Narrative Review on Immersive and Vision-Language Models Tools in Digital Pathology.Journal of imaging · 2026Review
- Feasibility and Acceptability of Collaborative Augmented Reality for Older Adults and Companions: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2026Article
- From Sample to Mixed Reality: A Translational 3D MALDI Imaging Platform for Advanced 3D Spatial Omics Analysis of 3D Cell Culture Disease Models.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Customized Marketing Strategies for Cancer Immunocyte Therapy Based on its Distinctive Attributes.Cancer management and research · 2026Review
22 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
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
3D visualization technologies such as virtual reality (VR), augmented reality (AR), and mixed reality (MR) have gained popularity in the recent decade. Digital extended reality (XR) technologies have been adopted in various domains ranging from entertainment to education because of their accessibility and affordability. XR modalities create an immersive experience, enabling 3D visualization of the content without a conventional 2D display constraint. Here, we provide a perspective on XR in current biomedical applications and demonstrate case studies using cell biology concepts, multiplexed proteomics images, surgical data for heart operations, and cardiac 3D models. Emerging challenges associated with XR technologies in the context of adverse health effects and a cost comparison of distinct platforms are discussed. The presented XR platforms will be useful for biomedical education, medical training, surgical guidance, and molecular data visualization to enhance trainees' and students' learning, medical operation accuracy, and the comprehensibility of complex biological systems.
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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.