ReviewMedicina (Kaunas, Lithuania)2023
Augmented Reality in Neurosurgery: A New Paradigm for Training.
Review in Medicina (Kaunas, Lithuania), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 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
37 citing papers in PubMed, 2 syntheses or guidelines pooled it, 65 citations in OpenAlex.
- Acceptance and use of extended reality in surgical training: an umbrella review.Systematic reviews · 2024Pooled it
- Augmented Reality Integration in Skull Base Neurosurgery: A Systematic Review.Medicina (Kaunas, Lithuania) · 2024Pooled it
- A Visual Support System for Stent-Assisted Treatment of Cerebral Aneurysms Using 3D Imaging and Augmented Reality.Neuroinformatics · 2026Article
- Stereotactic radiosurgery for NF2-related schwannomatosis and schwannomatosis-associated spinal tumors: a single-institution cohort.Journal of spine surgery (Hong Kong) · 2026Article
- Complications With Navigation-Assistance in Thoraco-Lumbar Spine Surgery.Global spine journal · 2026Article
- Advanced imaging integration in robotic neurosurgery.Annals of medicine and surgery (2012) · 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
- Advances in Preoperative and Intraoperative Technologies for Safe Resection of Gliomas in Cognitive Regions.Cancers · 2025Review
- Augmented reality advances in visualizing rare vascular anomalies of von Hippel-Lindau syndrome during neurosurgery.Annals of medicine and surgery (2012) · 2025Article
- Augmented reality-driven organ deformation modeling: a roadmap for next-generation intraoperative navigation.Annals of medicine and surgery (2012) · 2025Article
- Resection of thoracic meningioma with hoth augmented reality system: technical note and operative video.Acta neurochirurgica · 2025Article
- Intraoperative Computed Tomography, Ultrasound, and Augmented Reality in Mesial Temporal Lobe Epilepsy Surgery-A Retrospective Cohort Study.Sensors (Basel, Switzerland) · 2025Article
- Neuronavigation accuracy of the VOSTARS wearable AR platform vs traditional infrared navigation in a comparative study.Scientific reports · 2025Article
- Translating high-precision mixed reality navigation from lab to operating room: design and clinical evaluation.BMC surgery · 2025Article
- Overcoming career barriers in global neurosurgery: insights from the WFNS young neurosurgeons survey.Neurosurgical review · 2025Article
- Stereotactically Guided Microsurgical Approach for Deep-Seated Eloquently Located Lesions.Journal of clinical medicine · 2025Article
- Review
- Augmented reality and 3D modeling for preoperative planning in microsurgical resection of brain arteriovenous malformations: A proof-of-concept study.Surgical neurology international · 2025Article
- Sphenoid sinus hyperpneumatization: anatomical variants, molecular blueprints, and AI-augmented roadmaps for skull base surgery.Frontiers in endocrinology · 2025Review
- Evaluating Augmented Reality Head-Mounted Devices in Healthcare: A Review of Hardware, Software, and Usability Approaches.Medical devices (Auckland, N.Z.) · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Augmented reality (AR) involves the overlay of computer-generated images onto the user's real-world visual field to modify or enhance the user's visual experience. With respect to neurosurgery, AR integrates preoperative and intraoperative imaging data to create an enriched surgical experience that has been shown to improve surgical planning, refine neuronavigation, and reduce operation time. In addition, AR has the potential to serve as a valuable training tool for neurosurgeons in a way that minimizes patient risk while facilitating comprehensive training opportunities. The increased use of AR in neurosurgery over the past decade has led to innovative research endeavors aiming to develop novel, more efficient AR systems while also improving and refining present ones. In this review, we provide a concise overview of AR, detail current and emerging uses of AR in neurosurgery and neurosurgical training, discuss the limitations of AR, and provide future research directions. Following the guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), 386 articles were initially identified. Two independent reviewers (GH and AC) assessed article eligibility for inclusion, and 31 articles are included in this review. The literature search included original (retrospective and prospective) articles and case reports published in English between 2013 and 2023. AR assistance has shown promise within neuro-oncology, spinal neurosurgery, neurovascular surgery, skull-base surgery, and pediatric neurosurgery. Intraoperative use of AR was found to primarily assist with surgical planning and neuronavigation. Similarly, AR assistance for neurosurgical training focused primarily on surgical planning and neuronavigation. However, studies included in this review utilize small sample sizes and remain largely in the preliminary phase. Thus, future research must be conducted to further refine AR systems before widespread intraoperative and educational use.
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.