Evidence map›Paper›PMID 30863981›Full record

ArticleInternational journal of computer assisted radiology and surgery2019

Interactive Flying Frustums (IFFs): spatially aware surgical data visualization.

Javad Fotouhi, Mathias Unberath, Tianyu Song, Wenhao Gu, Alex Johnson, Greg Osgood, Mehran Armand, Nassir Navab

Abstract read
In one paragraph

Article in International journal of computer assisted radiology and surgery, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Vision-based augmented reality guidance for setting up robot-assisted spine surgery.International journal of computer assisted radiology and surgery · 2026
    Article
  4. Review
  5. Prospective study on the localization of anterolateral thigh perforator vessel based on mixed reality and artificial algorithm.Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology · 2024
    Article
  6. Article
  7. STTAR: Surgical Tool Tracking Using Off-the-Shelf Augmented Reality Head-Mounted Displays.IEEE transactions on visualization and computer graphics · 2024
    Article
  8. Review
  9. Mixed Reality Interfaces for Achieving Desired Views with Robotic X-ray Systems.Computer methods in biomechanics and biomedical engineering. Imaging & visualization · 2023
    Article
  10. Article
  11. Article
  12. Review
  13. Article
  14. Review
  15. Review
  16. Article
  17. Clinical feasibility of the augmented reality computer-assisted spine surgery system for percutaneous vertebroplasty.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 · 2020
    Article
  18. CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions.Proceedings of the IEEE. Institute of Electrical and Electronics Engineers · 2020
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Javad FotouhiComputer Aided Medical Procedures, Johns Hopkins University, Baltimore, MD, USA. javad.fotouhi@jhu.edu.ORCID http://orcid.org/0000-0001-8705-1764
Mathias UnberathComputer Aided Medical Procedures, Johns Hopkins University, Baltimore, MD, USA.
Tianyu SongComputer Aided Medical Procedures, Johns Hopkins University, Baltimore, MD, USA.
Wenhao GuComputer Aided Medical Procedures, Johns Hopkins University, Baltimore, MD, USA.
Alex JohnsonDepartment of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, MD, USA.
Greg OsgoodDepartment of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, MD, USA.
Mehran ArmandDepartment of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, MD, USA.
Nassir NavabComputer Aided Medical Procedures, Johns Hopkins University, Baltimore, MD, USA.

Funding

Robot-Assisted Femoroplasty with Intraoperative Biomechanical FeedbackR01EB023939 · NIBIB · JOHNS HOPKINS UNIVERSITY · PI ARMAND, MEHRAN · 2017 to 2020
$1.6M
Treatment goals at the end of lifeK02AG020113 · NIA · YALE UNIVERSITY · PI FRIED, TERRI R. · 2002 to 2006
$524k
X-Ray Image-based Biomechanical Guidance for Hip SurgeryR21EB020113 · NIBIB · JOHNS HOPKINS UNIVERSITY · PI ARMAND, MEHRAN · 2015 to 2016
$397k
Johns Hopkins Applied Physics Laboratory Graduate Student FellowshipNIBIB NIH HHS R01 EB023939NIBIB NIH HHS R21 EB020113NIBIB NIH HHS R21EB020113
6 · The paper itself

Abstract

purposeAs the trend toward minimally invasive and percutaneous interventions continues, the importance of appropriate surgical data visualization becomes more evident. Ineffective interventional data display techniques that yield poor ergonomics that hinder hand-eye coordination, and therefore promote frustration which can compromise on-task performance up to adverse outcome. A very common example of ineffective visualization is monitors attached to the base of mobile C-arm X-ray systems.

methodsWe present a spatially and imaging geometry-aware paradigm for visualization of fluoroscopic images using Interactive Flying Frustums (IFFs) in a mixed reality environment. We exploit the fact that the C-arm imaging geometry can be modeled as a pinhole camera giving rise to an 11-degree-of-freedom view frustum on which the X-ray image can be translated while remaining valid. Visualizing IFFs to the surgeon in an augmented reality environment intuitively unites the virtual 2D X-ray image plane and the real 3D patient anatomy. To achieve this visualization, the surgeon and C-arm are tracked relative to the same coordinate frame using image-based localization and mapping, with the augmented reality environment being delivered to the surgeon via a state-of-the-art optical see-through head-mounted display.

resultsThe root-mean-squared error of C-arm source tracking after hand-eye calibration was determined as [Formula: see text] and [Formula: see text] in rotation and translation, respectively. Finally, we demonstrated the application of spatially aware data visualization for internal fixation of pelvic fractures and percutaneous vertebroplasty.

conclusionOur spatially aware approach to transmission image visualization effectively unites patient anatomy with X-ray images by enabling spatial image manipulation that abides image formation. Our proof-of-principle findings indicate potential applications for surgical tasks that mostly rely on orientational information such as placing the acetabular component in total hip arthroplasty, making us confident that the proposed augmented reality concept can pave the way for improving surgical performance and visuo-motor coordination in fluoroscopy-guided surgery.

Indexed as

CalibrationData VisualizationFluoroscopyFracture Fixation, InternalFractures, BoneHumansImaging, Three-DimensionalPelvic BonesSurgery, Computer-AssistedVertebroplastyAugmented realityFluoroscopyFrustumSurgical data visualization

Identifiers

PMID30863981
PMCPMC7357290

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Registered trials

None linked

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.