Evidence map›Paper›PMID 41502933›Full record

ArticlebioRxiv : the preprint server for biology2025

Assessment of Augmented Reality Glasses for Spatial Tracking and Intraoperative Annotation in Veterinary Surgery.

Yash Tipirneni, Andrew Blandino, Boaz Arzi, Chrisoula Agape-Toupadakis Skourita, Stephanie Goldschmidt

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Yash TipirneniUniversity of California - Davis, Department of Biomedical Engineering, Davis, CA, USA.ORCID 0009-0009-4093-5015
Andrew BlandinoUniversity of California - Davis, Department of Statistics, Davis, CA, USA.ORCID 0009-0001-0672-9594
Boaz ArziUniversity of California - Davis, School of Veterinary Medicine, Department of Veterinary Surgical & Radiologic Sciences, Davis, CA, USA.ORCID 0000-0002-7289-8994
Chrisoula Agape-Toupadakis SkouritaUniversity of California - Davis, School of Veterinary Medicine, Department of Veterinary Surgical & Radiologic Sciences, Davis, CA, USA.
Stephanie GoldschmidtUniversity of California - Davis, School of Veterinary Medicine, Department of Veterinary Surgical & Radiologic Sciences, Davis, CA, USA.ORCID 0000-0001-5944-4202

Funding

UC Davis Paul Calabresi K12 Clinical Oncology Research Career Development ProgramK12CA138464 · NCI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BIRKELAND, ANDREW CHARLES, LARA, PRIMO N. · 2011 to 2025
$11.4M
NCI NIH HHS K12 CA138464
6 · The paper itself

Abstract

Objectives: Augmented reality (AR) glasses may improve surgical precision by projecting holographic overlays directly onto the surgical field. This study aimed to evaluate the feasibility of AR technology for enhancing spatial tracking. Methods: We developed an AR application in Unity compatible with XReal glasses that allowed users to annotate and interact with a realistic 3D hologram of a dog head. Resident and specialist veterinarians were recruited to completed coordinate (distance) and outline (area) annotations under two conditions: (1) transfer: memorizing targets from a computer screen, and (2) direct: seeing the targets directly on the head. Distance errors, area metrics, and completion times were recorded from each participant. Results: The mean distance error (N = 22) was significantly lower for direct versus transfer coordinates (2.73 ± 0.79 mm vs. 3.42 ± 1.81 mm). Area coverage (N = 20) was higher (83.7% ± 13.4% vs. 63.3% ± 16.2) and non-overlap was similarly reduced with AR-guidance. Completion times differed significantly between the transfer and direct groups for coordinate tasks (11.2 ± 10.4 sec versus 8.19 ± sec) but not for area tracing (25.7 ± 18.3 sec versus 26.8 ± 26.5 sec). Conclusion: AR-guided visualization improved spatial accuracy for both distance and area metrics without reducing speed. The effects observed for specialty, eyewear, or arm length were negligible. However, the level of experience with a cutoff of 2 years did have a significant effect on distance error. Clinical Relevance: These findings support the utility of AR for optimizing surgical precision in veterinary medicine.

Indexed as

3D hologramaugmented realityhand-tracking softwareintraoperative navigationmedical technology

Identifiers

PMID41502933
PMCPMC12773008

What OpenQuestion holds

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Registered trials

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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.