ReviewFrontiers in surgery2021
Machine Vision Navigation in Spine Surgery.
Review in Frontiers in surgery, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed.
- Radiation-free real-time registration update for image-guided multilevel open posterior lumbar fusion: in vivo validation.North American Spine Society journal · 2026Article
- National Utilization of Navigation and Robotics in Inpatient Spinal Fusion Remains Low but is Increasing, 2016-2022.Global spine journal · 2026Article
- Enabling Technologies for Pedicle Screw Placement in Pediatric Spine Surgery.Journal of the Pediatric Orthopaedic Society of North America · 2026Review
- Article
- Validation of single dynamic 3D structured light in precise pedicle puncture navigation.BMC surgery · 2025Article
- The Role of 3D Printed Spine Model in Complex Spinal Deformity Surgery; an Experience With a Case, Technical Notes and Review of the Literature.Clinical case reports · 2025Article
- Comprehensive Approaches to Pain Management in Postoperative Spinal Surgery Patients: Advanced Strategies and Future Directions.Neurology international · 2025Review
- Integration of Machine Vision Technology in the Treatment of Pediatric Spinal Deformities.Cureus · 2025Article
- Acquiring submillimeter-accurate multi-task vision datasets for computer-assisted orthopedic surgery.International journal of computer assisted radiology and surgery · 2025Article
- Image-Guided Navigation in Spine Surgery: From Historical Developments to Future Perspectives.Journal of clinical medicine · 2024Review
- Personalizing adult spinal deformity surgery through multimodal artificial intelligence.Acta orthopaedica et traumatologica turcica · 2024Review
- The use of intraoperative CT-neuronavigation in Wiltse approach. A technical note.Frontiers in surgery · 2024Article
- The machine-vision image guided surgery system reduces fluoroscopy time, ionizing radiation and intraoperative blood loss in posterior spinal fusion for scoliosis.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2023Article
- Technical evolution of pediatric neurosurgery: the evolution of intraoperative imaging.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2023Review
- Single-Position Oblique Lumbar Interbody Fusion and Percutaneous Pedicle Screw Fixation under O-Arm Navigation: A Retrospective Comparative Study.Journal of clinical medicine · 2022Article
- Intraoperative tissue classification methods in orthopedic and neurological surgeries: A systematic review.Frontiers in surgery · 2022Review
- SpineDepth: A Multi-Modal Data Collection Approach for Automatic Labelling and Intraoperative Spinal Shape Reconstruction Based on RGB-D Data.Journal of imaging · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The advancements in computing and digital localizer technologies has led to the evolving clinical application of image-guided technology for the surgical management of spinal disorders. Image-guided spinal navigation addresses the limitations of fluoroscopy and improves the accurate placement of fixation screws. Several navigation platforms are currently available, each having its own unique advantages and disadvantages. The most recent spinal navigation system developed utilizes machine vision structured light imaging which creates a precise and detailed three-dimensional image of the exposed surface anatomy and co-registers it to a pre-operatively or intra-operatively acquired image. This system improves upon the intraoperative workflow and efficiency of the navigation process. With the continued advancements in machine vision, there is a potential for clinical applications that extend beyond surgical navigation. These applications include reducing the potential for wrong level spine surgery and providing for real-time tracking of spinal deformity correction. As the adoption and clinical experience with navigation continues to expand and evolve, the technology that enables navigation also continues to evolve.
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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.