SynthesisJournal of medical systems2024
Mixed Reality in the Operating Room: A Systematic Review.
Synthesis in Journal of medical systems, 2024. 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 18 papers.
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.
Comparison of Mixed Reality and Ultrasound Localization Techniques for Surgical Stabilization of Rib Fractures
Comparative Effectiveness of Mixed Reality Versus Traditional Simulation in Arthroscopic Surgical Training: A Parallel-Group Randomized Trial
Who cites it
18 citing papers in PubMed.
- Application study of 3D printing combined with mixed reality technology in teaching percutaneous screw fixation for scaphoid fractures under C-arm fluoroscopy.BMC medical education · 2026Trial
- From Clinical Technique to Interprofessional Implementation and Intelligent Integration: A Bibliometric Analysis of the Interdisciplinary Expansion of Robot-Assisted Spine Surgery.The international journal of medical robotics + computer assisted surgery : MRCAS · 2026Article
- Utility of extended reality in shoulder arthroplasty: a meta-analysis of training efficiency and glenoid guidewire accuracy.Journal of shoulder and elbow arthroplasty · 2026Article
- Development and Clinical Feasibility of a Computer-Assisted Shape Design and Bending System for Spinal Fixation Rods.Medical science monitor : international medical journal of experimental and clinical research · 2026Article
- Mixed reality simulator for ultrasound-guided thyroid nodule radiofrequency ablation: development and technical validation.International journal of computer assisted radiology and surgery · 2026Article
- Article
- Mixed reality improves agreement on surgical approach selection and patient positioning in tibial plateau fracture planning compared to CT, 3DCT and 3D printing.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2026Article
- Mixed reality assisted target localization for transcranial magnetic stimulation navigation: a feasibility study.Journal of neuroengineering and rehabilitation · 2026Article
- The evolution of cardiothoracic surgery training: from apprenticeship to AI-assisted simulation.Kardiochirurgia i torakochirurgia polska = Polish journal of cardio-thoracic surgery · 2026Review
- PF-CMNet: Progressive Frequency-Aware Cross-Modal Network with Missing-Modality Distillation for 3D Brain Tumor Segmentation.Brain sciences · 2026Article
- Exploring the advantages of mixed reality technology in Robot-assisted laparoscopic partial adrenalectomy.World journal of surgical oncology · 2026Article
- Augmented and Mixed Reality in Cardiac Surgery: A Narrative Review.Journal of clinical medicine · 2026Review
- Design and evaluation of a remote damage control surgery real-time guidance system based on HoloLens 2 in low-speed network environments.Scientific reports · 2026Article
- The digital evolution of surgical planning: a systematic review of immersive and interactive technologies.Frontiers in surgery · 2026Review
- Synergistic Triad of Mixed Reality, 3D Printing, and Navigation in Complex Craniomaxillofacial Reconstruction.Bioengineering (Basel, Switzerland) · 2025Article
- Usefulness of Mixed Reality in Surgical Treatment: Delphi Study.Journal of medical Internet research · 2025Article
- Assessment of preoperative and intraoperative patient safety measures in government hospitals in the Gaza Strip: The nurses' perspective.SAGE open medicine · 2025Article
- [Application of poly ether ether ketone localization marker combined with mixed reality technology in vessel localization of anterolateral thigh perforator flap].Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery · 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
8 authors.
Funding
Abstract
Mixed Reality is a technology that has gained attention due to its unique capabilities for accessing and visualizing information. When integrated with voice control mechanisms, gestures and even iris movement, it becomes a valuable tool for medicine. These features are particularly appealing for the operating room and surgical learning, where access to information and freedom of hand operation are fundamental. This study examines the most significant research on mixed reality in the operating room over the past five years, to identify the trends, use cases, its applications and limitations. A systematic review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines to answer the research questions established using the PICO (Population, Intervention, Comparator and Outcome) framework. Although implementation of Mixed Reality applications in the operations room presents some challenges, when used appropriately, it can yield remarkable results. It can make learning easier, flatten the learning curve for several procedures, and facilitate various aspects of the surgical processes. The articles' conclusions highlight the potential benefits of these innovations in surgical practice while acknowledging the challenges that must be addressed. Technical complexity, equipment costs, and steep learning curves present significant obstacles to the widespread adoption of Mixed Reality and computer-assisted evaluation. The need for more flexible approaches and comprehensive studies is underscored by the specificity of procedures and limited samples sizes. The integration of imaging modalities and innovative functionalities holds promise for clinical applications. However, it is important to consider issues related to usability, bias, and statistical analyses. Mixed Reality offers significant benefits, but there are still open challenges such as ergonomic issues, limited field of view, and battery autonomy that must be addressed to ensure widespread acceptance.
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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.