ArticleInternational journal of computer assisted radiology and surgery2020
MARIN: an open-source mobile augmented reality interactive neuronavigation system.
Article in International journal of computer assisted radiology and surgery, 2020. 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.
- Simulation tools in neuro-oncological surgery: a scoping review of perioperative and training applications.Journal of neuro-oncology · 2025Article
- A novel smartphone augmented reality-based solution for small intracranial lesion localization with refined reference markers.Frontiers in neurology · 2025Article
- A Self-Developed Mobility Augmented Reality System Versus Conventional X-rays for Spine Positioning in Intraspinal Tumor Surgery: A Case-Control Study.Neurospine · 2024Article
- Evaluation Metrics for Augmented Reality in Neurosurgical Preoperative Planning, Surgical Navigation, and Surgical Treatment Guidance: A Systematic Review.Operative neurosurgery (Hagerstown, Md.) · 2023Article
- Modern Image-Guided Surgery: A Narrative Review of Medical Image Processing and Visualization.Sensors (Basel, Switzerland) · 2023Review
- A Tool-free Neuronavigation Method based on Single-view Hand Tracking.Computer methods in biomechanics and biomedical engineering. Imaging & visualization · 2023Article
- A systematic comparison of the accuracy of monocular RGB tracking and LiDAR for neuronavigation.Healthcare technology letters · 2022Article
- Thermal Ablation of Liver Tumors Guided by Augmented Reality: An Initial Clinical Experience.Cancers · 2022Article
- Visualization, navigation, augmentation. The ever-changing perspective of the neurosurgeon.Brain & spine · 2022Review
- Augmented reality technology in image-guided therapy: State-of-the-art review.Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine · 2021Review
- Augmented Reality-Assisted Craniotomy for Parasagittal and Convexity En Plaque Meningiomas and Custom-Made Cranio-Plasty: A Preliminary Laboratory Report.International journal of environmental research and public health · 2021Article
- Minimally invasive supratentorial neurosurgical approaches guided by Smartphone app and compass.Scientific reports · 2021Article
- Primary Brainstem Hemorrhage: A Review of Prognostic Factors and Surgical Management.Frontiers in neurology · 2021Review
- The Essential Role of Open Data and Software for the Future of Ultrasound-Based Neuronavigation.Frontiers in oncology · 2020Article
- iSurgARy: A mobile augmented reality solution for ventriculostomy in resource-limited settings.Healthcare technology lettersArticle
- System for assistance in ultrasound-guided percutaneous hepatic interventions using augmented reality: First steps.Healthcare technology lettersArticle
- An Augmented Reality-Assisted Visualization System for Potential Applications in Prostate Biopsy.Proceedings of SPIE--the International Society for Optical EngineeringArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
purposeNeuronavigation systems making use of augmented reality (AR) have been the focus of much research in the last couple of decades. In recent years, there has been considerable interest in using mobile devices for AR in the operating room (OR). We propose a complete system that performs real-time AR video augmentation on a mobile device in the context of image-guided neurosurgery.
methodsMARIN (mobile augmented reality interactive neuronavigation system) improves upon the state of the art in terms of performance, allowing real-time augmentation, and interactivity by allowing users to interact with the displayed data. The system was tested in a user study with 17 subjects for qualitative and quantitative evaluation in the context of target localization and brought into the OR for preliminary feasibility tests, where qualitative feedback from surgeons was obtained.
resultsThe results of the user study showed that MARIN performs significantly better in terms of both time ([Formula: see text]) and accuracy ([Formula: see text]) for the task of target localization in comparison with a traditional image-guided neurosurgery (IGNS) navigation system. Further, MARIN AR visualization was found to be more intuitive and allowed users to estimate target depth more easily.
conclusionMARIN improves upon previously proposed mobile AR neuronavigation systems with its real-time performance, higher accuracy, full integration in the normal workflow and greater interactivity and customizability of the displayed information. The improvement in efficiency and usability over previous systems will facilitate bringing AR into the OR.
Indexed as
Identifiers
32323206What 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.