Realize Medical
Research Library · Independent literature review

Neurosurgery: VR and AR surgical planning research

The library holds 112 Neurosurgery studies, published 2018–2026; 51 of them since 2024.

Study designs: 15 comparative or prospective studies, 14 retrospective studies, 6 surveys and user studies, 23 reviews and 54 case reports, case series and technical reports.

Neurosurgery: studies by questionBar chart. Neurosurgery: studies by question. Anatomy understanding 25, Department adoption 23, Patient outcomes 20, Changes the plan 19, Time 19, Prefer 3D planning 16, Accuracy 13, Resident training 5, Patient understanding 5.RESEARCH LIBRARY · INDEPENDENT LITERATURE REVIEWNeurosurgery: studies by question112 studies in the libraryAnatomy understanding25Department adoption23Patient outcomes20Changes the plan19Time19Prefer 3D planning16Accuracy13Resident training5Patient understanding5Positive findingMixedDescriptiveNo significant differenceRealize Medical Research Library · 631 studies · updated 2026-10-03

Key findings by question

Quoted from the studies. Each question lists the studies that report on it.

Do surgeons actually want to plan in 3D?

Of 16 studies with a finding on this question: 9 report a positive finding, 2 mixed, 5 descriptive. These reflect what each study's authors report.

  • Positive finding
    “Mean scores for Usefulness, Ease of Use, Ease of Learning, and Satisfaction were equal or above 5 for 80% of the interviewed surgeons”

    Colombo 2026 · Comparative study · n: 50 cases (25 MxR, 25 control)

  • Positive finding
    “Integrating MxR into the preoperative workflow for microsurgical removal of complex thalamic tumors proved to be a valuable tool for surgical planning, risk assessment, and intraoperative guidance.”

    Zanuttini 2025 · Retrospective case series · n: 9 patients (10 procedures)

  • Positive finding
    “The systematic evaluation yielded a highly positive total score of +1.7.”

    Günther 2026 · Survey/user study

Does it change the surgical plan?

Of 19 studies with a finding on this question: 16 report a positive finding, 3 mixed. These reflect what each study's authors report.

  • Positive finding
    “In 2 cases (8%), surgical planning with MxR led to the modification of the approach or the head's positioning.”

    Colombo 2026 · Comparative study · n: 50 cases (25 MxR, 25 control)

  • Positive finding
    “The surgeons changed their exploration strategy in 48.3% of the NVC cases.”

    Wang 2024 · Prospective cohort · n: 40 patients

  • Positive finding
    “The VR session also effectively improved the decision-making process regarding minor surgical techniques in 61.1% of cases”

    Sugiyama 2021 · Prospective cohort · n: 18 patients

Neurosurgery studies on this questionAll specialties

Does it improve anatomical understanding?

Of 25 studies with a finding on this question: 23 report a positive finding, 2 descriptive. These reflect what each study's authors report.

  • Positive finding
    “The VR session effectively enhanced surgeons' understanding of patient-specific anatomy in the majority of cases (83.3%).”

    Sugiyama 2021 · Prospective cohort · n: 18 patients

  • Positive finding
    “In 10 patients with cerebral AVMs, MxR significantly facilitated the identification of 21 arterial feeders, including challenging deep feeders.”

    Najera 2024 · Retrospective case series · n: 10 patients

  • Positive finding
    “The preoperative simulations provided a precise visualization of the anatomical relationships of the offending vessels and the trigeminal nerves as well as the surrounding structures.”

    Fabrig 2024 · Retrospective case series · n: 26 patients

Does it save time?

Of 19 studies with a finding on this question: 6 report a positive finding, 1 mixed, 7 descriptive, 5 no significant difference. These reflect what each study's authors report.

  • Positive finding
    “Mean holographic preparation time was 36 +/- 12 minutes.”

    Colombo 2025 · Comparative study · n: 10 cases (plus matched controls)

  • Positive finding
    “The overall planning time (AR = 119 ± 44 s, conventional = 187 ± 56 s) was significantly reduced through the adoption of the AR workflow”

    Van Gestel 2023 · Prospective cohort · n: 20 patients

  • Positive finding
    “Moreover, the assessment duration was significantly shorter with the fusion imaging technique than with the three-dimensional MR (P<0.05).”

    Wang 2021 · Prospective case series · n: 8 patients

Neurosurgery studies on this questionAll specialties

Is the planning accurate?

Of 13 studies with a finding on this question: 10 report a positive finding, 3 mixed. These reflect what each study's authors report.

  • Positive finding
    “The percentage deviation between both groups was 5.9%, indicating high transferability of preoperative planning.”

    Lehmann 2026 · Validation study · n: 83 patients

  • Positive finding
    “Overall, the MR and Doppler maps demonstrated comparable alignment, with an average deviation of 4.46 ± 2.64 mm along the entire course of the mapped vessel.”

    Bhatia 2025 · Validation study · n: 7 patients

  • Positive finding
    “Interrater reliability for 3D VR measurements was significantly higher than for 3D DSA measurements (3D VR mean intraclass correlation coefficient [ICC]: 0.69 ± 0.22 vs. 3D DSA mean ICC: 0.36 ± 0.37, p = 0.042).”

    Saemann 2024 · Comparative study · n: 10 cases

Does it affect patient outcomes?

Of 20 studies with a finding on this question: 4 report a positive finding, 16 descriptive. These reflect what each study's authors report.

  • Positive finding
    “Clinically, group A demonstrated significant advantages with shorter operative duration, reduced intraoperative blood loss, higher rate of gross-total resection, lower complication incidence, and better postoperative mRS scores (all p < 0.05).”

    Hou 2025 · Prospective cohort · n: 130 patients

  • Positive finding
    “VR-based surgical planning was associated with significantly smaller craniotomy sizes and shorter hospital stays.”

    Greuter 2025 · Retrospective cohort · n: 159 patients

  • Positive finding
    “Surgeons involved in separating craniopagus twins have increasingly utilized tools such as CAD/CAM models, VSP and AR/VR to plan and execute successful separation, and these tools are associated with higher success rates than historical controls.”

    Pontell 2024 · Narrative review

Neurosurgery studies on this questionAll specialties

Does it help train residents?

Of 5 studies with a finding on this question: 3 report a positive finding, 2 descriptive. These reflect what each study's authors report.

  • Positive finding
    “For residents with limited experience in surgery, the exploration strategy for 75.0% of all patients with NVC was changed after the residents were trained with the mixed-reality NT system.”

    Wang 2024 · Prospective cohort · n: 40 patients

  • Positive finding
    “This preliminary study suggests XR as an effective tool which can positively influence trainees' education.”

    Iacoangeli 2025 · Survey/user study

  • Positive finding
    “Residents uniformly appreciated 3D-AR as a valuable tool for improving appreciation of critical anatomic structures and their relationship to lesional pathology.”

    Haider 2024 · Survey/user study · n: 6 cases

Does it help patients understand?

Of 5 studies with a finding on this question: 3 report a positive finding, 2 descriptive. These reflect what each study's authors report.

  • Positive finding
    “Furthermore, XR-enhanced patient communication tools have improved comprehension of complex neurosurgical procedures and informed consent quality.”

    Roh 2026 · Narrative review

  • Positive finding
    “All families reported that the VR enhanced their understanding of the procedure.”

    Lai 2023 · Case series · n: 5 patients

  • Positive finding
    “Finally, 3D VR was used during informed consent, improving communication with families and young patients. 3D VR allows to tailor surgical strategies to the single patient, contributing to procedural safety and efficacy and to the global improvement of neurosurgical oncology care.”

    Carai 2020 · Conference abstract · n: 60 patients

Will my department actually use it?

Of 23 studies with a finding on this question: 10 report a positive finding, 1 mixed, 12 descriptive. These reflect what each study's authors report.

  • Positive finding
    “Surgical planning of flow-augmentation EC-IC bypass procedures with three-dimensional interactive holograms is feasible and relatively fast.”

    Colombo 2025 · Comparative study · n: 10 cases (plus matched controls)

  • Positive finding
    “A total of 134 cases were performed.”

    Zeiger 2020 · Retrospective case series · n: 134 cases

  • Positive finding
    “Surgical simulation and surgery program of VR of the 35 patients were successfully performed.”

    Chen 2019 · Retrospective case series · n: 35 patients

Studies (112)

Impact of Mixed Reality on Middle Cerebral Artery Aneurysm Clipping: Initial Experience With 25 Cases #

Colombo E et al. · Operative neurosurgery (Hagerstown, Md.) · 2026

Neurosurgery · Comparative study · n: 50 cases (25 MxR, 25 control)

“In 2 cases (8%), surgical planning with MxR led to the modification of the approach or the head's positioning.”

2 cases (8%)

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From planning to execution: Interactive virtual-reality assisted craniotomy planning in meningioma surgery #

Lehmann S et al. · Brain & spine · 2026

Neurosurgery · Validation study · n: 83 patients

“The percentage deviation between both groups was 5.9%, indicating high transferability of preoperative planning.”

5.9%

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Mixed Reality-Assisted Surgical Planning of Flow-Augmentation Extracranial-Intracranial Bypass Surgery: A Technical Note #

Colombo E et al. · World neurosurgery · 2025

Neurosurgery · Comparative study · n: 10 cases (plus matched controls)

“Mean holographic preparation time was 36 +/- 12 minutes.”

36 +/- 12 minutes

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Open-source AI-assisted rapid 3D color multimodal image fusion and preoperative augmented reality planning of extracerebral tumors #

Hou X et al. · Neurosurgical focus · 2025

Neurosurgery · Prospective cohort · n: 130 patients

“Clinically, group A demonstrated significant advantages with shorter operative duration, reduced intraoperative blood loss, higher rate of gross-total resection, lower complication incidence, and better postoperative mRS scores (all p < 0.05).”

p < 0.05

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Optimizing the Workflow of Superficial Temporal Artery Mapping in Extracranial-Intracranial Bypass Surgery Using Mixed Reality: A Proof-of-Concept Study #

Bhatia S et al. · World neurosurgery · 2025

Neurosurgery · Validation study · n: 7 patients

“MR mapping of the STA was faster than Doppler mapping (11.3 ± 1.47 vs. 67.2 ± 17.6 seconds; P = 0.001).”

P = 0.001

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A patient-specific, interactive, multiuser, online mixed-reality neurosurgical training and planning system #

Wang J et al. · Neurosurgical focus · 2024

Neurosurgery · Prospective cohort · n: 40 patients

“The surgeons changed their exploration strategy in 48.3% of the NVC cases.”

48.3%

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Assessment of Interrater Reliability and Accuracy of Cerebral Aneurysm Morphometry Using 3D Virtual Reality, 2D Digital Subtraction Angiography, and 3D Reconstruction: A Randomized Comparative Study #

Saemann A et al. · Brain sciences · 2024

Neurosurgery · Comparative study · n: 10 cases

“Interrater reliability for 3D VR measurements was significantly higher than for 3D DSA measurements (3D VR mean intraclass correlation coefficient [ICC]: 0.69 ± 0.22 vs. 3D DSA mean ICC: 0.36 ± 0.37, p = 0.042).”

p = 0.042

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Transcortical endoportal subchoroidal endoscope-assisted approach to the third ventricle: from virtual reality to anatomical laboratory #

Donofrio CA et al. · Journal of neurosurgical sciences · 2023

Neurosurgery · Technical development (cadaveric)

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Early Experience of Surgical Planning for STA-MCA Bypass Using Virtual Reality #

Kim NC et al. · World neurosurgery · 2023

Neurosurgery · Comparative study · n: 30 patients (17 VR, 13 control)

“No significant difference were found in the procedure time or craniotomy size between the 2 groups.”

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Neuro-oncological augmented reality planning for intracranial tumor resection #

Van Gestel F et al. · Frontiers in neurology · 2023

Neurosurgery · Prospective cohort · n: 20 patients

“During phantom testing, registration errors remained below 2.0 mm and 2.0° for both AR-based navigation and conventional neuronavigation, with no significant difference between both systems.”

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Mixed Reality for Cranial Neurosurgical Planning: A Single-Center Applicability Study With the First 107 Subsequent Holograms #

Colombo E et al. · Operative neurosurgery (Hagerstown, Md.) · 2023

Neurosurgery · Prospective cohort · n: 107 cases

“Based on the 3D hologram, the surgical approach was modified in 3 cases.”

3 cases

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Augmented Reality for Retrosigmoid Craniotomy Planning #

Leuze C et al. · Journal of neurological surgery. Part B, Skull base · 2022

Neurosurgery · Cadaveric study

“The intended surgical approach to the internal auditory canal was successfully achieved in all cases using the proposed method”

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Immersive 3-Dimensional Virtual Reality Modeling for Case-Specific Presurgical Discussions in Cerebrovascular Neurosurgery #

Sugiyama T et al. · Operative neurosurgery (Hagerstown, Md.) · 2021

Neurosurgery · Prospective cohort · n: 18 patients

“The VR session effectively enhanced surgeons' understanding of patient-specific anatomy in the majority of cases (83.3%).”

83.3%

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Preoperative evaluation of neurovascular relationships for microvascular decompression: Visualization using Brainvis in patients with idiopathic trigeminal neuralgia #

Wang B et al. · Clinical neurology and neurosurgery · 2021

Neurosurgery · Prospective case series · n: 8 patients

“Moreover, the assessment duration was significantly shorter with the fusion imaging technique than with the three-dimensional MR (P<0.05).”

P<0.05

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Mini Fronto-Orbital Approach: "Window Opening" Towards the Superomedial Orbit - A Virtual Reality-Planned Anatomic Study #

Donofrio CA et al. · Operative neurosurgery (Hagerstown, Md.) · 2020

Neurosurgery · Cadaveric study

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Role of mixed reality in the workflow of complex neurooncological surgeries: a case analysis in thalamic surgery #

Zanuttini L et al. · Acta neurochirurgica · 2025

Neurosurgery · Retrospective case series · n: 9 patients (10 procedures)

“The additional planning time for segmentation averaged 45 min.”

45 min

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Minimally invasive approaches using virtual reality planning in elective aneurysm surgery #

Greuter L et al. · Frontiers in surgery · 2025

Neurosurgery · Retrospective cohort · n: 159 patients

“VR-based surgical planning was associated with significantly smaller craniotomy sizes and shorter hospital stays.”

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Mixed reality in neurosurgery: redefining the paradigm for arteriovenous malformation planning and navigation to improve patient outcomes #

Najera E et al. · Neurosurgical focus · 2024

Neurosurgery · Retrospective case series · n: 10 patients

“In 10 patients with cerebral AVMs, MxR significantly facilitated the identification of 21 arterial feeders, including challenging deep feeders.”

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Virtual Reality Planning of Microvascular Decompression in Trigeminal Neuralgia: Technique and Clinical Outcome #

Fabrig OD et al. · Journal of neurological surgery. Part A, Central European neurosurgery · 2024

Neurosurgery · Retrospective case series · n: 26 patients

“The VR planning was well integrated into the clinical workflow, and imaging processing time was 30 to 40 minutes.”

30 to 40 minutes

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Virtual reality-based 3-dimensional localization of stereotactic EEG (SEEG) depth electrodes and related brain anatomy in pediatric epilepsy surgery #

Phan TN et al. · Child's nervous system · 2022

Neurosurgery · Retrospective case series · n: 46 patients (20 with VR renderings)

“Of the 46 patients identified who underwent an SEEG procedure, 43.5% (20/46) had a 3D rendering (3DR) of their SEEG depth electrodes.”

43.5%

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Show the other 92 studies

Three-Dimensional Virtual Reality Simulation to Safe Planning Neurosurgical Procedure in Brain Aneurysms, Latin American Single-Center Experience: Advantages and Limitations #

Zárate-Méndez AM et al. · Indian Journal of Neurosurgery · 2021

Neurosurgery · Retrospective case series · n: 34 patients

“There were no intraoperative complications in any patient.”

DOI

Three-Dimensional Modeling of Complex Pediatric Intracranial Aneurysmal Malformations With a Virtual Reality System #

Yan EG et al. · Simulation in healthcare · 2021

Neurosurgery · Retrospective case series · n: 5 patients

“In 5 pediatric patients with complex MCA aneurysmal malformations (mean age = 33.2 ± 49.9 months), preoperative 3-dimensional (3D) interactive modeling informed treatment planning and enhanced surgeon understanding of the vascular pathology.”

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Cerebral Anatomy Detection and Surgical Planning in Patients with Anterior Skull Base Meningiomas Using a Virtual Reality Technique #

Zawy Alsofy S et al. · Journal of clinical medicine · 2021

Neurosurgery · Retrospective cohort · n: 30 patients

“The 3D-VR modality significantly influenced the detection of tumor-related anatomical structures (p = 0.002), recommended head positioning (p = 0.005), and surgical approach (p = 0.03).”

p = 0.005

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Virtual reality-based evaluation of neurovascular conflict for the surgical planning of microvascular decompression in trigeminal neuralgia patients #

Zawy Alsofy S et al. · Neurosurgical review · 2021

Neurosurgery · Retrospective cohort · n: 24 patients

“Compared to conventional MRI, image presentation using 3D-VR modality significantly influenced the identification of the affected trigeminal nerve (p = 0.004), the vascular structure involved in the NVC (p = 0.0002), and the affected side of the trigeminal nerve (p = 0.005).”

p = 0.004

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Microsurgical clipping of middle cerebral artery aneurysms: preoperative planning using virtual reality to reduce procedure time #

Steineke TC, Barbery D · Neurosurgical focus · 2021

Neurosurgery · Retrospective cohort · n: 21 patients

“The mean procedure time was significantly lower for the VR group compared with the control group (247.80 minutes vs 328.27 minutes; p = 0.0115), particularly for the patients with a CC score of 2 (95% CI, p = 0.0064).”

p = 0.0115

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Use of Mixed Reality Visualization in Endoscopic Endonasal Skull Base Surgery #

Zeiger J et al. · Operative neurosurgery (Hagerstown, Md.) · 2020

Neurosurgery · Retrospective case series · n: 134 cases

“A total of 134 cases were performed.”

134

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Evaluation of Surgical Approaches for Tumor Resection in the Deep Infratentorial Region and Impact of Virtual Reality Technique for the Surgical Planning and Strategy #

Zawy Alsofy S et al. · The Journal of craniofacial surgery · 2020

Neurosurgery · Retrospective cohort · n: 93 patients

“Image presentation using VR had a significant influence on the recommended surgical approach (P = 0.02), but no influence on the recommended patient positioning (P = 0.37) or placement of craniotomy (P = 0.09).”

P = 0.02

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Impact of Virtual Reality in Arterial Anatomy Detection and Surgical Planning in Patients with Unruptured Anterior Communicating Artery Aneurysms #

Zawy Alsofy S et al. · Brain sciences · 2020

Neurosurgery · Retrospective cohort · n: 26 patients

“The 3D-VR modality significantly influenced detection of the aneurysm-related vascular structure (p = 0.0001), the recommended head positioning (p = 0.005), and the surgical approach (p = 0.001) in the planning of microsurgical clipping.”

p = 0.001

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[Application of diffusion tensor imaging combined with virtual reality three-dimensional reconstruction in the operation of gliomas involved eloquent regions] #

Chen SH et al. · Beijing da xue xue bao. Yi xue ban · 2019

Neurosurgery · Retrospective case series · n: 35 patients

“Surgical simulation and surgery program of VR of the 35 patients were successfully performed.”

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Next viewer-development of a software for the spatial computing data glasses apple vision pro for patient-specific preoperative planning and navigation #

Günther C et al. · Frontiers in digital health · 2026

Neurosurgery · Survey/user study

“The systematic evaluation yielded a highly positive total score of +1.7.”

+1.7

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Augmented reality for epilepsy surgery: Examining usability and efficacy in presurgical planning #

Chilappa R et al. · Epileptic disorders · 2025

Neurosurgery · Survey/user study · n: 5 patient datasets

“Survey results from 18 faculty members regarding seven questions indicated that AREP was user-friendly and can be effective in presurgical planning moving forward.”

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Pre-surgical planning with extended reality in neurosurgery: a survey-based study describing a preliminary experience in Italy #

Iacoangeli A et al. · Journal of neurosurgical sciences · 2025

Neurosurgery · Survey/user study

“These results also reflect the subjective perception of the five trainee-pilot group which report a progressive confidence on the surgical case management.”

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Usability of mixed reality in awake craniotomy planning #

Moon RDC, Barua NU · British journal of neurosurgery · 2024

Neurosurgery · Survey/user study · n: 10 procedures

“Ten participants (2 Anaesthetists, 5 Neurosurgical trainees, 2 Speech therapists, 1 Neuropsychologist) completed System Usability Scale assessments, reporting a mean score of 71.5.”

71.5

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Anatomic Review in 3D Augmented Reality Alters Craniotomy Planning Among Residents #

Haider S et al. · World neurosurgery · 2024

Neurosurgery · Survey/user study · n: 6 cases

“Skull position significantly changed in 5 out of 6 cases after 3D-AR view (P < 0.05, 20° angular adjustment).”

5 out of 6 cases

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Virtual Reality in Preoperative Planning of Complex Cranial Surgery #

Ruparelia J et al. · World neurosurgery · 2023

Neurosurgery · Survey/user study · n: 5 cases

“There was overall positive feedback from participants regarding VR use, and most participants wanted VR to become a routine part of operative planning.”

DOIPubMed

Augmented and Virtual Reality in Open Neurovascular Surgery: A Systematic Review of the Literature #

Saemann A et al. · World neurosurgery · 2026

Neurosurgery · Systematic review

“Where quantitative outcomes were reported, improvements most commonly involved planning accuracy, task efficiency (e.g., clip/operative time), and user-rated usefulness; patient-level outcomes were infrequently reported and variably defined.”

DOIPubMed

Merging Robotics and Virtual Reality for Brain Tumor Surgery: A New Frontier in Surgical Innovation #

Karimi A et al. · World neurosurgery · 2026

Neurosurgery · Narrative review

“However, challenges like high costs, lack of haptic feedback, and steep learning curves limit widespread use.”

DOIPubMed

Virtual Reality in Neurosurgery: Advancing Training, Education, and Surgical Planning #

Saher L et al. · Asian journal of neurosurgery · 2026

Neurosurgery · Narrative review

“High cost, lack of numerous skilled operators, user discomfort, and no proper ethical protocols are critical hindrances that need to be addressed.”

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Extended Reality in Neurosurgery : Surgical Planning, Navigation, Education, and Patient Communication #

Roh TH et al. · Journal of Korean Neurosurgical Society · 2026

Neurosurgery · Narrative review

“Furthermore, XR-enhanced patient communication tools have improved comprehension of complex neurosurgical procedures and informed consent quality.”

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Neuroplastic and Augmented Reality Integration in Moyamoya Revascularization: A Reconstructive Microsurgical Paradigm #

Wu CT et al. · Seminars in plastic surgery · 2026

Neurosurgery · Narrative review

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The Role of Virtual and Augmented Reality in Transsphenoidal Surgical Approaches to the Sellar and Parasellar Area-A Systematic Review #

Bechev K et al. · Journal of clinical medicine · 2026

Neurosurgery · Systematic review

“VR-based three-dimensional reconstructions were consistently associated with improved preoperative spatial orientation and anatomical landmark recognition.”

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Application of extended reality in pediatric neurosurgery: A comprehensive review #

Chang YZ, Wu CT · Biomedical journal · 2025

Neurosurgery · Systematic review

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Extended reality in the changing landscape of cranial neurosurgery: Role of image fusions and connectomics in precision and safety #

Singh G et al. · Journal of clinical neuroscience · 2025

Neurosurgery · Narrative review

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Extended reality in skull base surgery: a systematic literature review #

Sanker V et al. · Frontiers in surgery · 2025

Neurosurgery · Systematic review

“Augmented reality has demonstrated varying degrees of effectiveness, with mean registration accuracy reported between 2.5 and 10.75 mm.”

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The role of extended reality in eloquent area lesions: a systematic review #

Marrone S et al. · Neurosurgical focus · 2024

Neurosurgery · Systematic review

“The increasing use of such innovative technologies has completely changed the way to approach a lesion, using 3D visualization to foster a better understanding of its anatomical and vascular characteristics.”

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Putting our heads together: The future of craniopagus twin separation #

Pontell ME et al. · Journal of cranio-maxillo-facial surgery · 2024

Neurosurgery · Narrative review

“Surgeons involved in separating craniopagus twins have increasingly utilized tools such as CAD/CAM models, VSP and AR/VR to plan and execute successful separation, and these tools are associated with higher success rates than historical controls.”

DOIPubMed

[Simulation and Navigation in the Neurosurgical Field Using Three-Dimensional Hholograms by Mixed Reality Devices] #

Motoyama Y · No shinkei geka. Neurological surgery · 2024

Neurosurgery · Narrative review

DOIPubMed

Current Applications of VR/AR (Virtual Reality/Augmented Reality) in Pediatric Neurosurgery #

Patel N et al. · Advances and technical standards in neurosurgery · 2024

Neurosurgery · Book chapter

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Virtual and Augmented Reality in Neurosurgery #

Najera E et al. · Advances in experimental medicine and biology · 2024

Neurosurgery · Book chapter

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Application of virtual and mixed reality for 3D visualization in intracranial aneurysm surgery planning: a systematic review #

Colombo E et al. · Frontiers in surgery · 2023

Neurosurgery · Systematic review

“A positive impact on surgical planning was documented by 19 studies (67.9%)…”

67.9%

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Evaluation Metrics for Augmented Reality in Neurosurgical Preoperative Planning, Surgical Navigation, and Surgical Treatment Guidance: A Systematic Review #

Kos TM et al. · Operative neurosurgery (Hagerstown, Md.) · 2023

Neurosurgery · Systematic review

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The Potential Value of Mixed Reality in Neurosurgery #

Zhang C et al. · The Journal of craniofacial surgery · 2021

Neurosurgery · Narrative review

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Examining the benefits of extended reality in neurosurgery: A systematic review #

Dadario NB et al. · Journal of clinical neuroscience · 2021

Neurosurgery · Systematic review

“The majority (82%) included cranial based applications related to tumor surgery with 34% showing improved resection rates and functional outcomes.”

34%

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Virtual Reality in Neurosurgery: "Can You See It?"-A Review of the Current Applications and Future Potential #

Fiani B et al. · World neurosurgery · 2020

Neurosurgery · Narrative review

“In cranial surgery, VR has excelled in helping neurosurgeons design unique patient-specific approaches to particularly challenging tumor excisions.”

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Virtual reality and augmented reality in the management of intracranial tumors: A review #

Lee C, Wong GKC · Journal of clinical neuroscience · 2019

Neurosurgery · Systematic review

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Presurgical and Intraoperative Augmented Reality in Neuro-Oncologic Surgery: Clinical Experiences and Limitations #

Mikhail M et al. · World neurosurgery · 2019

Neurosurgery · Systematic review

“The capacity to visualize three-dimensional images superimposed on patient anatomy is a potentially valuable tool in complex neurosurgical environments.”

DOIPubMed

Virtual Reality-Based Simulators for Cranial Tumor Surgery: A Systematic Review #

Mazur T et al. · World neurosurgery · 2018

Neurosurgery · Systematic review

“In terms of surgical planning, VR has noted and documented usefulness in the planning of cranial surgeries.”

DOIPubMed

Virtual Reality Surgical Simulation: Implications for Resection of Intracranial Gliomas #

Dakson A et al. · Progress in neurological surgery · 2018

Neurosurgery · Narrative review

“VR holds the promise of providing a useful educational tool for neurosurgical residents to hone their surgical skills and for neurosurgeons to rehearse specific segments of the surgery prior to the actual operation.”

DOIPubMed

Training the Surgical Mind: How Mixed Reality Shapes Neurosurgical Residents Approach Planning #

Lehmann S et al. · Brain and Spine · 2026

Neurosurgery · Conference abstract

DOI

MRI SmarT: A Novel Multi-Modal Approach to Tumor Detection and Surgical Planning #

Wang CX · Autonomous Intelligent Systems · 2026

Neurosurgery · Technical development

DOI

Circumferential venous sinus: an innovative separation method for total vertical type II craniopagus twins #

Mufarrej G et al. · Journal of neurosurgery. Pediatrics · 2026

Neurosurgery · Case report · n: 1 patient (twin pair)

“The final separation, completed in 2 stages over 31 hours, resulted in successful independent circulations and recovery.”

DOIPubMed

An Augmented Reality-Based Navigation System for Stereotactic Brain Biopsy with Multi-Objective Path Planning and Hybrid Registration #

Zhang T et al. · Brain sciences · 2026

Neurosurgery · Technical development

“An expert study across four common brain tumor locations demonstrated that the MOO model significantly outperformed manual methods in satisfying safety criteria.”

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Iterative Virtual and Physical Simulation for Staged Separation of Total Vertical Craniopagus: The Avatar Patient Approach to Conjoined Twins #

Giussani CG et al. · Operative neurosurgery (Hagerstown, Md.) · 2026

Neurosurgery · Experience report · n: 1 patient (twin pair)

“The integrated simulation reshaped the multistep approach, allowing venous partition strategies and refined cranial reconstruction planning to be discussed, replicated, and enhanced multidisciplinarily.”

DOIPubMed

Patient-Specific 3D-Printed Models and Mixed-Reality Head-Mounted Display Visualization for Aneurysm Clip Ligation Planning: A Methodological Workflow Study #

Haegler J et al. · Brain sciences · 2026

Neurosurgery · Case series · n: 29 patients

“The mean total preparation time (mean ± standard deviation, SD) was 40.6 ± 10.3 min for MR-HMD visualization and 108.8 ± 17.8 min for 3D-printed models, excluding printing, washing, and curing time.”

40.6 ± 10.3 min

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PreVISE: an efficient virtual reality system for SEEG surgical planning #

Spiegler P et al. · Virtual reality · 2025

Neurosurgery · Technical development

“The system reduces the surgical planning time by 91%.”

91%

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Augmented reality in cranial surgery: Surgical planning and maximal safety in resection of brain tumors via head-mounted fiber tractography #

Gurses ME et al. · Clinical neurology and neurosurgery · 2025

Neurosurgery · Case report · n: 1 patient

“This technological setup was employed for pre-operative and intraoperative planning and further enhanced clinical decision-making for the actual tumor resection.”

DOIPubMed

Novel planning pipeline utilizing the Surgical Theater system for pediatric epilepsy surgery #

Shields LBE et al. · Epilepsia open · 2025

Neurosurgery · Experience report · n: 85 patients

“The multi-layered and 3D model of the ST system facilitates epilepsy decision-making for both diagnosis and treatment, enhances surgical navigation, and even allows, in a robust virtual reality (VR) environment, the practice of complex surgical procedures.”

DOIPubMedFree full text

Augmented reality and 3D modeling for preoperative planning in microsurgical resection of brain arteriovenous malformations: A proof-of-concept study #

Konovalov A et al. · Surgical neurology international · 2025

Neurosurgery · Case series · n: 20 patients

“Preoperative modeling required 15.3 ± 5.1 min, while AR navigation averaged 12.7 ± 3.2 min.”

15.3 ± 5.1 min

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Holographic surgical planning of cerebrovascular cases: the benefits of 3D Mixed Reality over standard 2D imaging #

Colombo E et al. · Brain and Spine · 2024

Neurosurgery · Conference abstract

DOI

The Inaugural "Century" of Mixed Reality in Cranial Surgery: Virtual Reality Rehearsal/Augmented Reality Guidance and Its Learning Curve in the First 100-Case, Single-Surgeon Series #

Jean WC et al. · Operative neurosurgery (Hagerstown, Md.) · 2024

Neurosurgery · Case series · n: 100 cases

“AR guidance was abandoned in eight operations because of technical problems, but problem-free application of MxR increased between the 44th and 63rd cases.”

DOIPubMed

Virtual Planning and Augmented Reality-Guided Microsurgical Resection of a Frontal Arteriovenous Malformation #

Halpin BS et al. · World neurosurgery · 2024

Neurosurgery · Case report (video) · n: 1 patient

“The patient was discharged home on postoperative day 3 with no complications.”

DOIPubMed

The Integration of 3D Virtual Reality and 3D Printing Technology as Innovative Approaches to Preoperative Planning in Neuro-Oncology #

González-López P et al. · Journal of personalized medicine · 2024

Neurosurgery · Technical note

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The Apple Vision Pro as a Neurosurgical Planning Tool: A Case Report #

Olexa J et al. · Cureus · 2024

Neurosurgery · Case report · n: 1 patient

“Overall, users felt the 3D models felt realistic (4.5/5), that the display of the user's real-world view felt natural (4.3/5), and that the headset did not cause eye strain or fatigue (4.5/5).”

4.5/5

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Case Report: Use of novel AR registration system for presurgical planning during vestibular schwannoma resection surgery #

Olexa J et al. · Frontiers in surgery · 2024

Neurosurgery · Case report · n: 1 patient

“This technology allows for efficient and accurate registration of a patient's 3D anatomical model onto their head while positioned in the operating room.”

DOIPubMedFree full text

Feasibility of Augmented Reality for Pediatric Giant Supratentorial Tumors: A Report of Three Cases #

Wu Y et al. · Cureus · 2024

Neurosurgery · Case series · n: 3 patients

“Overall, the AR platform offers our neurosurgical team excellent visuospatial insights for preoperative decision-making.”

DOIPubMedFree full text

Virtual reality: a game-changer in the diagnosis and surgical planning of astrocytoma grade III: a case report #

Alhamood M et al. · Journal of medical case reports · 2024

Neurosurgery · Case report · n: 1 patient

DOIPubMedFree full text

Use of Virtual Planning and Augmented Reality for the Microsurgical Resection of a Pineal Epidermoid Cyst #

Pachόn-Londoño MJ et al. · Operative neurosurgery (Hagerstown, Md.) · 2024

Neurosurgery · Case report (video) · n: 1 patient

DOIPubMed

Exploring the Potential Use of Virtual Reality with a Supraorbital Keyhole Craniotomy for Anterior Skull Base Meningiomas: Two Case Reports #

Valerio J et al. · Journal of personalized medicine · 2024

Neurosurgery · Case series · n: 2 patients

“We can utilize VR/AR technologies to identify patients that will benefit from an SOKC and expand the implementation of the approach beyond its current limitations.”

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How I do it: preoperative simulation and augmented reality assisted surgical resection of Glioblastoma in Broca's area #

Guo J et al. · Acta neurochirurgica · 2024

Neurosurgery · Case report · n: 1 patient

“Gross total resection and favorable functional outcome were finally achieved.”

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Development of a mixed reality application to simulate neurosurgical procedures #

Hari K et al. · Medical Imaging · 2023

Neurosurgery · Technical development

“Initial responses indicated that the prototype could be an effective surgical teaching and planning tool for less-experienced neurosurgeons because it could allow neurosurgeons to view physical and image space simultaneously.”

DOI

The use of mixed reality for the treatment planning of unruptured intracranial aneurysms #

Stifano V et al. · Journal of neurosurgical sciences · 2023

Neurosurgery · Case series · n: 5 patients

“The graphic performance was also deemed very satisfactory.”

DOIPubMed

The Minimally Invasive Lateral Occipital Infracortical Supra-/Transtentorial Approach in Surgery of Lesions of the Pineal Region: A Possible Alternative to the Standard Approaches #

Feigl GC et al. · World neurosurgery · 2023

Neurosurgery · Case series · n: 7 patients

DOIPubMed

Case report: Impact of mixed reality on anatomical understanding and surgical planning in a complex fourth ventricular tumor extending to the lamina quadrigemina #

Colombo E et al. · Frontiers in surgery · 2023

Neurosurgery · Case report · n: 1 patient

“Through the combined use of routine 2D images and an interactive 3D anatomical model, an interhemispheric transtentorial approach was used to remove 98% of the lesion with successful functional outcomes.”

98%

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How I do it? Preoperative Microsoft HoloLens 2 planning-assisted surgical clipping of a fetal posterior cerebral artery aneurysm #

Yan X et al. · Acta neurochirurgica · 2023

Neurosurgery · Case report · n: 1 patient

“During the operation, we successfully identified the planned relationship between the aneurysm and the fetal PCA.”

DOIPubMed

Virtual Reality Visualization of an Epidermoid Cyst Causing Intracranial Hypertension #

Reda AS et al. · The Canadian journal of neurological sciences. Le journal canadien des sciences neurologiques · 2023

Neurosurgery · Case report (image) · n: 1 patient

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Magnetic resonance imaging based neurosurgical planning on hololens 2: A feasibility study in a paediatric hospital #

Antonelli M et al. · Digital health · 2023

Neurosurgery · Feasibility study · n: 1 patient

“We have successfully created a valuable and easy-to-use neuroimaging data mixed reality app, laying the foundation for more future clinical uses, as more models and data derived from various biomedical images can be imported.”

DOIPubMedFree full text

Stereo-EEG-guided network modulation for psychiatric disorders: Interactive holographic planning #

Noecker AM et al. · Brain stimulation · 2023

Neurosurgery · Technical development

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The "Canopy Approach": Case Series Using Immersive Virtual Reality for Bottom-Up Target-Based Preoperative Planning in Pediatric Neurosurgery #

Lai GY et al. · Neurosurgery practice · 2023

Neurosurgery · Case series · n: 5 patients

“Modifications to 2-dimensional and "top-down" VR trajectory plans were made after "bottom-up" navigation in all cases.”

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3-Dimensional Modeling in Virtual Reality for Resection of a Pineal Region Falcotentorial Meningioma #

Karas PJ et al. · World neurosurgery · 2022

Neurosurgery · Case report (video) · n: 1 patient

“Ultimately, surgical planning using virtual reality promotes both neurosurgical education and patient safety through clear visualization and understanding of different surgical approaches.”

DOIPubMed

Single-stage cranioplasty with customized polyetheretherketone implant after tumor resection using virtual reality and augmented reality for precise implant customization and placement: illustrative case #

Rios-Vicil CI et al. · Journal of neurosurgery. Case lessons · 2022

Neurosurgery · Case report · n: 1 patient

“Excellent cosmetic results, decreased operative time, and a feasible workflow were achieved.”

DOIPubMedFree full text

Extended reality platform for minimally invasive endoscopic evacuation of deep-seated intracerebral hemorrhage: illustrative case #

Steineke TC, Barbery D · Journal of neurosurgery. Case lessons · 2022

Neurosurgery · Case report · n: 1 patient

“Because of the deep-seated location of this ICH, a patient-specific 360XR model rendered using Surgical Theater was used for preoperative planning and intraoperative navigation to allow for enhanced visualization and understanding of the pathology and surrounding anatomy.”

DOIPubMedFree full text

Middle Cerebral Artery Aneurysm Clipping With Immersive 360° Virtual Reality Model: 2-Dimensional Operative Video #

Haridas A, Miller M · Operative neurosurgery (Hagerstown, Md.) · 2021

Neurosurgery · Case report (video) · n: 1 patient

“Importantly, the interactive 360° VR model allowed for a detailed evaluation of the patient-specific anatomy prior to surgery and helped understand the complex anatomy in high resolution.”

DOIPubMed

Preoperative Planning Modalities for Meningoencephalocele: New Proof of Concept #

Coelho G et al. · World neurosurgery · 2021

Neurosurgery · Case report · n: 1 patient

DOIPubMed

A Holographic Augmented Reality Interface for Visualizing of MRI Data and Planning of Neurosurgical Procedures #

Morales Mojica CM et al. · Journal of digital imaging · 2021

Neurosurgery · Technical development

“A preliminary qualitative evaluation revealed that holographic visualization of high-resolution 3D MRI data offers an intuitive and interactive perspective of the complex brain vasculature and anatomical structures.”

DOIPubMedFree full text

Early Experience With Virtual and Synchronized Augmented Reality Platform for Preoperative Planning and Intraoperative Navigation: A Case Series #

Louis RG et al. · Operative neurosurgery (Hagerstown, Md.) · 2021

Neurosurgery · Case series · n: 49 patients

“SyncAR contributed positively to the 3D understanding of patient-specific anatomy and ability to operate.”

DOIPubMedFree full text

Augmented reality head-mounted display-based incision planning in cranial neurosurgery: a prospective pilot study #

Ivan ME et al. · Neurosurgical focus · 2021

Neurosurgery · Feasibility study · n: 11 patients

“Five patient procedures were rated as having an excellent correspondence degree, 5 had an adequate correspondence degree, and 1 had poor correspondence.”

DOIPubMedFree full text

Virtual embolization for treatment support of intracranial AVMs using an interactive desktop and VR application #

Sprengel U et al. · International journal of computer assisted radiology and surgery · 2021

Neurosurgery · Technical development · n: 3 patient datasets

DOIPubMedFree full text

Patient-specific virtual reality technology for complex neurosurgical cases: illustrative cases #

Anthony D et al. · Journal of neurosurgery. Case lessons · 2021

Neurosurgery · Case series · n: 5 patients

“For two cases, the plan changed after reviewing the patient's 360°VR model from one based on conventional Digital Imaging and Communications in Medicine imaging.”

DOIPubMedFree full text

Minimally Invasive Mini-orbitozygomatic Approach for Clipping an Anterior Communicating Artery Aneurysm: Virtual Reality Surgical Planning #

González Romo N, Ravera Zunino F · Arquivos Brasileiros de Neurocirurgia: Brazilian Neurosurgery · 2020

Neurosurgery · Case report · n: 1 patient

DOI

SURG-03. IMMERSIVE VIRTUAL REALITY APPLICATIONS IN NEUROSURGICAL ONCOLOGY #

Carai A et al. · Neuro-Oncology · 2020

Neurosurgery · Conference abstract · n: 60 patients

“Use of the 3D VR was used during preoperative planning allowing a better definition of surgical strategy.”

DOIFree full text

E-195 A mixed reality spatial computing framework for preprocedural evaluation of cerebral aneurysms: approach and preliminary results #

Deib G et al. · Journal of NeuroInterventional Surgery (SNIS 2020 abstracts) · 2020

Neurosurgery · Conference abstract

“MxR visualization allowed the operators to manipulate the dataset to achieve a greater understanding of the anatomy of the parent vessel, the angioarchitecture of the aneurysm, and the surface contours of all visualized structures.”

DOI

3D Holographic Visualization for Pre-procedural Planning of Spatially Complex Brain Aneurysm Treatment #

Weunski CJ et al. · Research Square · 2020

Neurosurgery · Preprint (technical development) · n: 1 patient

“Feedback from testing the prototype indicated potential for augmented reality to assist an interventionalist in spatial understanding and depth perception of spatially complex anatomy and could increase confidence in pre-procedural planning.”

DOI

Virtual Reality Image Processing for Effective Deep Brain Stimulation of the Anterior Thalamic Nucleus in Epilepsy Patients #

Adams CN et al. · Neurosurgery Cases and Reviews · 2020

Neurosurgery · Case report

DOI

A Virtual-Reality, 360-Degree Fly-Through of an Arteriovenous Malformation Resection: 2-Dimensional Operative Video #

Steinberger J et al. · Operative neurosurgery (Hagerstown, Md.) · 2020

Neurosurgery · Case report (video) · n: 1 patient

“The AVM was safely resected using navigation integrated with VR; careful arterial devascularization preceded resection of the draining veins and then the AVM nidus.”

DOIPubMed

Expanded Endoscopic Endonasal Transtuberculum Approach for Tuberculum Sellae Meningioma: Operative Video With 360-Degree Fly-Through and Surgical Rehearsal in Virtual Reality: 2-Dimensional Operative Video #

Jean WC, Singh A · Operative neurosurgery (Hagerstown, Md.) · 2020

Neurosurgery · Case report (video) · n: 1 patient

“Surgical planning in VR can be helpful to the early-career endoscopic surgeon.”

DOIPubMed

Mini-Pterional Craniotomy and Extradural Clinoidectomy for Clinoid Meningioma: Optimization of Exposure Using Augmented Reality Template: 2-Dimensional Operative Video #

Jean WC · Operative neurosurgery (Hagerstown, Md.) · 2020

Neurosurgery · Case report (video) · n: 1 patient

“The template enhanced the planning of the incision and soft-tissue exposure, guided the drilling of the sphenoid wing, facilitated the extradural clinoidectomy,5 and ultimately facilitated the accomplishment of the surgical goal of total resection of the meningioma.”

DOIPubMed

Virtual Reality Surgical Rehearsal and 2-Dimensional Operative Video of a Paramedian Supracerebellar Infratentorial Approach Endoscopic Resection of Pineocytoma: 2-Dimensional Operative Video #

Jean WC · Operative neurosurgery (Hagerstown, Md.) · 2020

Neurosurgery · Case report (video) · n: 1 patient

“Given the rarity of pineocytoma,5 the novelty of endoscopic resection of solid tumors in the region, and the challenge of "keyhole" approaches to deep-lying targets, VR rehearsal facilitated the achievement of the surgical goal and avoided the morbidity of a more extensive exposure.”

DOIPubMed

Optimization of skull base exposure using navigation-integrated, virtual reality templates #

Jean WC et al. · Journal of clinical neuroscience · 2020

Neurosurgery · Case series · n: 2 patients

“Complete resections were achieved and neither patient suffered any approach-related complications.”

DOIPubMed

Use of Virtual Reality Platforms in the Preoperative Planning and Intraoperative Navigation of Deep-Seated Cavernomas #

Benjamin CG et al. · Neurosurgery · 2019

Neurosurgery · Conference abstract · n: 5 patients

DOI

Application of Dextroscope in a Rare Type of Angiomatous Meningioma Characterized With Coral-Like Vessels #

Ma SC et al. · The Journal of craniofacial surgery · 2019

Neurosurgery · Case report · n: 1 patient

“Due to her progressive headache and visual deterioration, surgery was performed after comprehensive study in the Dextroscope system, details about the correlation among skull base, lesion, branches of internal carotid artery, and vessels inside the tumor were well demonstrated in this system.”

DOIPubMed

Virtual Reality in Neurointervention #

Ong CS et al. · Journal of vascular and interventional neurology · 2018

Neurosurgery · Technical note · n: 1 patient

“VR visualization allowed the operators to manipulate the dataset to achieve a greater understanding of the anatomy of the parent vessel, the angioarchitecture of the pseudoaneurysm, and the surface contours of all visualized structures.”

PubMedFree full text

Clinical Feasibility of a Wearable Mixed-Reality Device in Neurosurgery #

Incekara F et al. · World neurosurgery · 2018

Neurosurgery · Feasibility study · n: 25 patients

“Holograms were successfully created in all cases.”

DOIPubMed

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Summarises published research on VR/AR surgical planning across all platforms. Not product labelling. For Elucis indications see /elucis.

Intended for healthcare professionals.

Summaries and quotes describe each study's methods and the findings its authors report. They are not claims by Realize Medical and may contain errors: please read the original paper. Inclusion is not an endorsement of any product or use.