ReviewJournal of medical imaging (Bellingham, Wash.)2024
Surgical planning in virtual reality: a systematic review.
Review in Journal of medical imaging (Bellingham, Wash.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis 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
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Effectiveness and Safety of Virtual Reality Interventions for Symptom Management in Adults Undergoing Hemodialysis: Systematic Review and Meta-Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2026Pooled it
- Effect of virtual reality on spatial-anatomical understanding in preoperative liver surgery: a randomized crossover study.Scientific reports · 2026Trial
- Randomized crossover study of immersive planning in craniomaxillofacial trauma comparing virtual reality and workstation workflows.Scientific reports · 2026Trial
- Turning Immersive Viewers into Analytical Workspaces: ASCRIBE-XR and Agent-Driven Scientific Visualization.Journal of imaging · 2026Article
- Early Individualized Psychological Intervention Using Virtual Reality-assisted Decision System Reduces Decisional Conflict in Patients with Pulmonary Nodules: A Randomized Controlled Trial.Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology · 2026Article
- Potential contribution of extended reality to safety in minimally invasive hepatectomy: a comparative study of laparoscopic and robotic approaches.Journal of robotic surgery · 2026Article
- Next viewer-development of a software for the spatial computing data glasses apple vision pro for patient-specific preoperative planning and navigation.Frontiers in digital health · 2026Article
- A novel preoperative simulation approach for pediatric kidney transplantation to support donor-recipient size matching using dialysis fluid-enhanced CT imaging and 3D printing.Frontiers in transplantation · 2026Article
- The digital evolution of surgical planning: a systematic review of immersive and interactive technologies.Frontiers in surgery · 2026Review
- Intraoperative use of mixed reality (MR) in humans across surgical disciplines: a major review.3D printing in medicine · 2025Article
- Multimodal Imaging in Epilepsy Surgery for Personalized Neurosurgical Planning.Journal of personalized medicine · 2025Review
- Virtual reality cross-sections matched to endoscopic ultrasound for preprocedural simulation of hepaticogastrostomy.Endoscopy · 2025Article
- Interdisciplinary Collaborative Virtual Reality Planning for Chest Wall Resection and Reconstruction for Sarcoma and Other Large Chest Wall Malignancies Enhanced by Automated AI Segmentation: A Retrospective Comparative Analysis.Zentralblatt fur Chirurgie · 2025Article
- Mixed Reality-Assisted Endoscopic Dacryocystorhinostomy for Post-Traumatic Nasolacrimal Obstruction with Extremely Distorted Maxillofacial Anatomy-Case Report.Journal of medical extended realityArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Purpose: Virtual reality (VR) technology has emerged as a promising tool for physicians, offering the ability to assess anatomical data in 3D with visuospatial interaction qualities. The last decade has witnessed a remarkable increase in the number of studies focusing on the application of VR to assess patient-specific image data. This systematic review aims to provide an up-to-date overview of the latest research on VR in the field of surgical planning. Approach: A comprehensive literature search was conducted based on the preferred reporting items for systematic reviews and meta-analyses covering the period from April 1, 2021 to May 10, 2023. It includes research articles reporting on preoperative surgical planning using patient-specific medical images in virtual reality using head-mounted displays. The review summarizes the current state of research in this field, identifying key findings, technologies, study designs, methods, and potential directions for future research. Results: The selected studies show a positive impact on surgical decision-making and anatomy understanding compared to other visualization modalities. A substantial number of studies are reporting anecdotal evidence and case-specific outcomes. Notably, surgical planning using VR led to more frequent changes in surgical plans compared to planning with other visualization methods when surgeons reassessed their initial plans. VR demonstrated benefits in reducing planning time and improving spatial localization of pathologies. Conclusions: Results show that the application of VR for surgical planning is still in an experimental stage but is gradually advancing toward clinical use. The diverse study designs, methodologies, and varying reporting hinder a comprehensive analysis. Some findings lack statistical evidence and rely on subjective assumptions. To strengthen evaluation, future research should focus on refining study designs, improving technical reporting, defining visual and technical proficiency requirements, and enhancing VR software usability and design. Addressing these areas could pave the way for an effective implementation of VR in clinical settings.
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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.