Evidence map›Paper›PMID 42297016›Full record

ArticleAmerican journal of veterinary research2026

Augmented reality glasses improve real-time spatial tracking and surface-level annotations on the canine head.

Yash Tipirneni, Boaz Arzi, Andrew Blandino, Chrisoula Toupadakis Skouritakis, Stephanie Goldschmidt

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Article in American journal of veterinary research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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 TipirneniDepartment of Biomedical Engineering, College of Engineering, University of California-Davis, Davis, CA.ORCID https://orcid.org/0009-0009-4093-5015
Boaz ArziDepartment of Veterinary Surgical & Radiologic Sciences, School of Veterinary Medicine, University of California-Davis, Davis, CA.ORCID https://orcid.org/0000-0002-7289-8994
Andrew BlandinoDepartment of Statistics, College of Letters and Science, University of California-Davis, Davis, CA.ORCID https://orcid.org/0009-0001-0672-9594
Chrisoula Toupadakis SkouritakisDepartment of Veterinary Surgical & Radiologic Sciences, School of Veterinary Medicine, University of California-Davis, Davis, CA.
Stephanie GoldschmidtDepartment of Veterinary Surgical & Radiologic Sciences, School of Veterinary Medicine, University of California-Davis, Davis, CA.ORCID https://orcid.org/0000-0001-5944-4202

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To evaluate the feasibility, accuracy, and reproducibility of an AR interface for enhancing spatial surface-level tracking on a canine head hologram. We hypothesized that spatial accuracy improves when virtual guides are overlayed directly onto the head rather than when annotations are transferred from a separate screen. Methods: We developed an augmented reality (AR) application in Unity compatible with XREAL's glasses that allowed users to annotate and interact with a realistic 3-D hologram of a dog head. Coordinate (distance) and outline (area) annotations were tested under 2 conditions: (1) transfer-seeing targets from a computer screen-and (2) direct-seeing the targets directly on the head. Results: The mean distance error was significantly lower for direct versus transfer coordinates (2.73 vs 3.42 mm). Similarly, accurate area coverage was higher (83.7% vs 63.3%) with AR guidance. Completion times differed significantly between the groups for coordinate tasks (11.2 vs 8.19 seconds) but not for area tracing (25.7 vs 26.8 seconds). Conclusions: AR-guided visualization improved spatial accuracy for both distance and area metrics without reducing speed. Clinical Relevance: These findings show that AR may be used to optimize surface-level spatial tracking on the canine head. Future work will focus on whether these findings can be translated to a clinical setting and if diagnostic imaging scans can be similarly overlayed onto the surgical plane to expand the medical applications of this technology.

Indexed as

Augmented RealityHeadHolographyImaging, Three-DimensionalAnimalsDogsReproducibility of Results3D hologramaugmented realityhand-tracking softwareintraoperative navigationmedical technology

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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.