Evidence map›Paper›PMID 36937551›Full record

ArticleIEEE International Conference on Robotics and Automation : ICRA : [proceedings]. IEEE International Conference on Robotics and Automation2022

SAGE: SLAM with Appearance and Geometry Prior for Endoscopy.

Xingtong Liu, Zhaoshuo Li, Masaru Ishii, Gregory D Hager, Russell H Taylor, Mathias Unberath

Open access · greenAbstract read
In one paragraph

Article in IEEE International Conference on Robotics and Automation : ICRA : [proceedings]. IEEE International Conference on Robotics and Automation, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
12.9field-weighted citation impact, top 1% of its field
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

13 citing papers in PubMed, 41 citations in OpenAlex.

  1. Perseus: perception with semantic endoscopic understanding and SLAM.International journal of computer assisted radiology and surgery · 2026
    Article
  2. Adapting monocular SLAM for surface-trace free 3D registration in navigated arthroscopy.International journal of computer assisted radiology and surgery · 2026
    Article
  3. Markerless inside-out tool tracking for endoscopic spine surgery: a benchmarking study and clinical dataset.International journal of computer assisted radiology and surgery · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Neural Radiance Fields (NeRF) for 3D Reconstruction of Monocular Endoscopic Video in Sinus Surgery.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2025
    Article
  8. Article
  9. High-Fidelity 3D Reconstruction for Accurate Anatomical Measurements in Endoscopic Sinus Surgery.Proceedings of SPIE--the International Society for Optical Engineering · 2025
    Article
  10. Real-Time 3-D Video Reconstruction for Guidance of Transventricular Neurosurgery.IEEE transactions on medical robotics and bionics · 2023
    Article
  11. TAToo: vision-based joint tracking of anatomy and tool for skull-base surgery.International journal of computer assisted radiology and surgery · 2023
    Article
  12. Investigating keypoint descriptors for camera relocalization in endoscopy surgery.International journal of computer assisted radiology and surgery · 2023
    Article
  13. 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

6 authors at 1 institution in 1 country.

Xingtong LiuComputer Science Department, Johns Hopkins University (JHU), Baltimore, MD 21287 USA.
Zhaoshuo LiComputer Science Department, Johns Hopkins University (JHU), Baltimore, MD 21287 USA.
Masaru IshiiJohns Hopkins Medical Institutions, Baltimore, MD 21224 USA.
Gregory D HagerComputer Science Department, Johns Hopkins University (JHU), Baltimore, MD 21287 USA.
Russell H TaylorComputer Science Department, Johns Hopkins University (JHU), Baltimore, MD 21287 USA.
Mathias UnberathComputer Science Department, Johns Hopkins University (JHU), Baltimore, MD 21287 USA.
Johns Hopkins University · US

Funding

Improved Surgical Navigation Using Video-CT RegistrationR01EB030511 · NIBIB · JOHNS HOPKINS UNIVERSITY · PI HAGER, GREGORY DONALD, ISHII, MASARU · 2021 to 2024
$2.4M
NIBIB NIH HHS R01 EB030511
6 · The paper itself

Abstract

In endoscopy, many applications (

Identifiers

PMID36937551
PMCPMC10018746
OpenAlexW4221161283

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.