Tag: Virtual reality

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Disruptive technologies in spine surgery: current trends, outcomes, and ethical implications

J Neurosurg Spine 44:756–768, 2026

Disruptive technologies in spine surgery—AR/VR, robotics, neuronavigation, endoscopy, and patient-specific implants—are examined for their roles in enhancing precision, training, and patient outcomes. The review summarizes evidence for preoperative simulation, AR-assisted planning, and 3D segmentation, highlighting improvements in accuracy, reduced fluoroscopy, and trainee confidence.

Intraoperative advances such as robot-assisted techniques, computer-assisted navigation, and endoscopic approaches offer minimally invasive alternatives with favorable recovery profiles but face challenges of cost, learning curves, and equitable access. The authors emphasize ethical considerations, need for standardized outcomes, and strategies to expand accessibility and training.

Scope Disruptive spine-surgery technologies emphasized include AR/VR (XR), advanced navigation, robotics, patient-specific implants/3D printing, and endoscopic spine surgery.

XR definitions VR provides a fully immersive digital environment, AR overlays digital content onto the real world, and MR blends both; all fall under XR.

Training impact VR simulation in spine training improved trainee comfort and autonomy and reduced fluoroscopy use in lateral lumbar interbody fusion simulations; VR-trained learners also made fewer pedicle-screw placement errors than traditional instruction.

Preop planning VR-based planning can reduce fluoroscopy/localization time and improve puncture accuracy in endoscopic lumbar discectomy; segmented 3D models support rehearsal, trajectory planning, and risk assessment around critical structures.

AR navigation outcomes Wearable AR navigation (e.g., FDA-cleared xvision) has shown high pedicle-screw placement accuracy (reported ~96.7% thoracic and ~99.1% lumbosacral) and may reduce operative time and radiation exposure.

Patient-specific surgery Segmentation + 3D printing/predictive modeling enable personalized approaches and implants (e.g., patient-specific rods, templates, custom cages), with early reports of high accuracy for template-guided instrumentation and promising feasibility for custom interbody devices.

Endoscopic techniques ESS supports minimally invasive treatment across multiple pathologies and can match conventional outcomes for lumbar disc herniation while improving recovery (e.g., shorter stays/earlier return to work), but broader adoption is constrained by learning curve and reimbursement challenges.

Implementation ethics/costs High acquisition/maintenance costs and limited reimbursement risk widening access disparities; recommended mitigations include subsidized training, shared equipment models, and reimbursement policies to support equitable implementation alongside standardized outcomes and training.

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Evaluating the impact of a hand-crafted 3D-Printed head Model and virtual reality in skull base surgery training

Brain and Spine 5 (2025) 104163

A multimodal neurosurgical training course integrating hand-crafted 3D-printed head models, virtual reality, and cadaveric dissections significantly improved trainees’ anatomical understanding and surgical skills in skull base surgery. While offering a cost-effective, accessible alternative to cadaveric training, further refinement in soft tissue realism is needed.

• A hand-crafted 3D-printed head model and virtual reality (VR) were evaluated for skull base surgery training.

• A two-day course with 12 neurosurgical trainees and 11 faculty combined lectures, VR, cadaveric dissections, and hands-on practice with the 3D-printed model.

• The 3D model included four different skull base tumors and realistic neuroanatomy, assembled using patient imaging data and various materials.

• Trainees showed significant improvement in spatial understanding and knowledge of surgical steps after the course.

• Faculty and trainees rated the educational value and anatomical accuracy of the model highly, though soft tissue realism was rated lower.

• VR was found to enhance anatomical comprehension and surgical planning, complementing traditional methods.

• The approach offers a cost-effective, accessible alternative to cadaveric training, but further refinement in soft tissue simulation is needed.

• Study limitations include small sample size, subjective assessments, and lack of long-term outcome data.

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Optimizing Surgical Efficiency in Complex Spine Surgery Using Virtual Reality as a Communication Technology to Promote a Shared Mental Model

Operative Neurosurgery 26:213–221, 2024

Virtual reality (VR) is an emerging technology that can be used to promote a shared mental model among a surgical team. We present a case series demonstrating the use of 3-dimensional (3D) VR models to visually communicate procedural steps to a surgical team to promote a common operating objective. We also review the literature on existing uses of VR for preoperative communication and planning in spine surgery.

METHODS: Narrations of 3 to 4-minute walkthroughs were created in a VR visualization platform, converted, and distributed to team members through text and email the night before surgical intervention. A VR huddle was held immediately before the intervention to refine surgical goals. After the intervention, the participating team members’ perceptions on the value of the tool were assessed using a survey that used a 5-point Likert scale. MEDLINE, Google Scholar, and Dimensions AI databases were queried from July 2010 to October 2022 to examine existing literature on preoperative VR use to plan spine surgery.

RESULTS: Three illustrative cases are presented with accompanying video. Postoperative survey results demonstrate a positive experience among surgical team members after reviewing preoperative plans created with patient-specific 3D VR models. Respondents felt that preoperative VR video review was “moderately useful” or more useful in improving their understanding of the operational sequence (71%, 5/7), in enhancing their ability to understand their role (86%, 6/7), and in improving the safety or efficiency of the case (86%, 6/7).

CONCLUSION: We present a proof of concept of a novel preoperative communication tool used to create a shared mental model of a common operating objective for surgical team members using narrated 3D VR models. Initial survey results demonstrate positive feedback among respondents. There is a paucity of literature investigating VR technology as a means for preoperative surgical communication in spine surgery.

ETHICS: Institutional review board approval (IRB-300009785) was obtained before this study.

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Three-Dimensional Modeling and Augmented Reality and Virtual Reality Simulation of Fiber Dissection of the Cerebellum and Brainstem

Surgeons must understand the complex anatomy of the cerebellum and brainstem and their 3-dimensional (3D) relationships with each other for surgery to be successful. To the best of our knowledge, there have been no fiber dissection studies combined with 3D models, augmented reality (AR), and virtual reality (VR) of the structure of the cerebellum and brainstem. In this study, we created freely accessible AR and VR simulations and 3D models of the cerebellum and brainstem.

OBJECTIVE: To create 3D models and AR and VR simulations of cadaveric dissections of the human cerebellum and brainstem and to examine the 3D relationships of these structures.

METHODS: Ten cadaveric cerebellum and brainstem specimens were prepared in accordance with the Klingler’s method. The cerebellum and brainstem were dissected under the operating microscope, and 2-dimensional and 3D images were captured at every stage. With a photogrammetry tool (Qlone, EyeCue Vision Technologies, Ltd.), AR and VR simulations and 3D models were created by combining several 2-dimensional pictures.

RESULTS: For the first time reported in the literature, high-resolution, easily accessible, free 3D models and AR and VR simulations of cerebellum and brainstem dissections were created.

CONCLUSION: Fiber dissection of the cerebellum-brainstem complex and 3D models with AR and VR simulations are a useful addition to the goal of training neurosurgeons worldwide.

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

Neurosurg Focus 51 (2):E12, 2021

The authors sought to evaluate the impact of virtual reality (VR) applications for preoperative planning and rehearsal on the total procedure time of microsurgical clipping of middle cerebral artery (MCA) ruptured and unruptured aneurysms compared with standard surgical planning.

METHODS A retrospective review of 21 patients from 2016 to 2019 was conducted to determine the impact on the procedure time of MCA aneurysm clipping after implementing VR for preoperative planning and rehearsal. The control group consisted of patients whose procedures were planned with standard CTA and DSA scans (n = 11). The VR group consisted of patients whose procedures were planned with a patient-specific 360° VR (360VR) model (n = 10). The 360VR model was rendered using CTA and DSA data when available. Each patient was analyzed and scored with a case complexity (CC) 5-point grading scale accounting for aneurysm size, incorporation of M2 branches, and aspect ratio, with 1 being the least complex and 5 being the most complex. The mean procedure times were compared between the VR group and the control group, as were the mean CC score between the groups. Comorbidities and aneurysm conduction (ruptured vs unruptured) were also taken into consideration for the comparison.

RESULTS The mean CC scores for the control group and VR group were 2.45 ± 1.13 and 2.30 ± 0.48, respectively. CC was not significantly different between the two groups (p = 0.69). 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). A Charlson Comorbidity Index score was also calculated for each group, but no statistical significance was found (VR group, 2.8 vs control group, 1.8, p = 0.14).

CONCLUSIONS In this study, usage of 360VR models for planning the craniotomy and rehearsing with various clip sizes and configurations resulted in an 80-minute decrease in procedure time. These findings have suggested the potential of VR technology in improving surgical efficiency for aneurysm clipping procedures regardless of complexity, while making the procedure faster and safer.

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Revisiting the rules for freehand ventriculostomy: a virtual reality analysis

J Neurosurg 128:1250–1257, 2018

Frontal ventriculostomy is one of the most frequent and standardized procedures in neurosurgery. However, many first and subsequent punctures miss the target, and suboptimal placement or misplacement of the catheter is common. The authors therefore reexamined the landmarks and rules to determine the entry point and trajectory with the best hit rate (HtR).

METHODS The authors randomly selected CT scans from their institution’s DICOM pool that had been obtained in 50 patients with normal ventricular and skull anatomy and without ventricular puncture. Using a 5 × 5–cm frontal grid with 25 entry points referenced to the bregma, the authors examined trajectories 1) perpendicular to the skull, 2) toward classic facial landmarks in the coronal and sagittal planes, and 3) toward an idealized target in the middle of the ipsilateral anterior horn (ILAH). Three-dimensional virtual reality ventriculostomies were simulated for these entry points; trajectories and the HtRs were recorded, resulting in an investigation of 8000 different virtual procedures.

RESULTS The best HtR for the ILAH was 86% for an ideal trajectory, 84% for a landmark trajectory, and 83% for a 90° trajectory, but only at specific entry points. The highest HtRs were found for entry points 3 or 4 cm lateral to the midline, but only in combination with a trajectory toward the contralateral canthus; and 1 or 2 cm lateral to the midline, but only paired with a trajectory toward the nasion. The same “pairing” exists for entry points and trajectories in the sagittal plane. For perpendicular (90°) trajectories, the best entry points were at 3–5 cm lateral to the midline and 3 cm anterior to the bregma, or 4 cm lateral to the midline and 2 cm anterior to the bregma.

CONCLUSIONS Only a few entry points offer a chance of a greater than 80% rate of hitting the ILAH, and then only in combination with a specific trajectory. This “pairing” between entry point and trajectory was found both for landmark targeting and for perpendicular trajectories, with very limited variability. Surprisingly, the ipsilateral medial canthus, a commonly reported landmark, had low HtRs, and should not be recommended as a trajectory target.

 

 

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The use of simulation in neurosurgical education and training

Simulation in neurosurgical training

J Neurosurg 121:228–246, 2014

There is increasing evidence that simulation provides high-quality, time-effective training in an era of resident duty-hour restrictions. Simulation may also permit trainees to acquire key skills in a safe environment, important in a specialty such as neurosurgery, where technical error can result in devastating consequences. The authors systematically reviewed the application of simulation within neurosurgical training and explored the state of the art in simulation within this specialty. To their knowledge this is the first systematic review published on this topic to date.

Methods. The authors searched the Ovid MEDLINE, Embase, and PsycINFO databases and identified 4101 articles; 195 abstracts were screened by 2 authors for inclusion. The authors reviewed data on study population, study design and setting, outcome measures, key findings, and limitations.

Results. Twenty-eight articles formed the basis of this systematic review. Several different simulators are at the neurosurgeon’s disposal, including those for ventriculostomy, neuroendoscopic procedures, and spinal surgery, with evidence for improved performance in a range of procedures. Feedback from participants has generally been favorable. However, study quality was found to be poor overall, with many studies hampered by nonrandomized design, presenting normal rather than abnormal anatomy, lack of control groups and long-term follow-up, poor study reporting, lack of evidence of improved simulator performance translating into clinical benefit, and poor reliability and validity evidence. The mean Medical Education Research Study Quality Instrument score of included studies was 9.21 ± 1.95 (± SD) out of a possible score of 18.

Conclusions. The authors demonstrate qualitative and quantitative benefits of a range of neurosurgical simulators but find significant shortfalls in methodology and design. Future studies should seek to improve study design and reporting, and provide long-term follow-up data on simulated and ideally patient outcomes.

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Current state-of-the-art and future perspectives of robotic technology in neurosurgery

Current state-of-the-art and future perspectives of robotic technology in neurosurgery-1

Neurosurg Rev (2014) 37:357–366

Neurosurgery is one of the most demanding surgical specialties in terms of precision requirements and surgical field limitations. Recent advancements in robotic technology have generated the possibility of incorporating advanced technological tools to the neurosurgical operating room.

Although previous studies have addressed the specific details of new robotic systems, there is very little literature on the strengths and drawbacks of past attempts, currently available platforms and prototypes in development. In this review, the authors present a critical historical analysis of the development of robotic technology in neurosurgery as well as a comprehensive summary of the currently available systems that can be expected to be incorporated to the neurosurgical armamentarium in the near future.

Finally, the authors present a critical analysis of the main technical challenges in robotic technology development at the present time (such as the design of improved systems for haptic feedback and the necessity of incorporating intraoperative imaging data) as well as the benefits which robotic technology is expected to bring to specific neurosurgical subspecialties in the near future.

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