Utility of Augmented Reality Glasses With Waveguide Optics and Facial Recognition Technology for Patient Verification in a Simulated Outpatient Setting: Physician Questionnaire Survey Study.

Authors

Ryo Andy Ogasawara, Soichiro Yoshida, Kentaro Okamoto, Eiki Nagaoka, Hirotaka Sagawa, Kazutaka Sumita, Hajime Tanaka, Satoshi Shiraga, Tomohiro Amemiya, Yasuhisa Fujii

Published in

JMIR human factors. Volume 13. Pages e95664. Oct 02, 2026. Epub Oct 02, 2026.

Abstract

Augmented reality (AR) glasses with waveguide optics and facial recognition may enhance patient identification and clinical workflows. However, their usability among physicians has not yet been evaluated.
The objective of this study was to assess the usability and acceptability of prototype AR glasses with facial recognition in a simulated outpatient setting.
In May 2025, 14 urologists from a single institution tested prototype AR glasses developed by Cellid Inc. The device incorporates waveguide-based optical displays, a miniature camera, and deep learning-based facial recognition software. Physicians identified preregistered mock patients, with demographic and clinical data displayed on the right lens. After the trial, participants completed an anonymous questionnaire on usability, comfort, visibility, and self-reported symptoms using 3- or 5-point Likert scales.
Eleven participants (79%; 95% CI 52%-92%) found the device helpful in performing clinical procedures, and 12 (86%; 95% CI 60%-96%) believed it improved patient safety. Most participants adapted quickly to wearing the device, and 79% (95% CI 52%-92%) expressed a willingness to use it in future practice. Four of 13 respondents (31%; 95% CI 13%-58%) selected "somewhat tired" for eye fatigue, and only 1 participant experienced minor and transient physical symptoms including headache and nausea. Three of 13 respondents (23%; 95% CI 8%-50%) rated the glasses as slightly heavy, and among the 5 participants who wore prescription glasses, 4 (80%; 95% CI 38%-96%) reported difficulty wearing the prototype over their glasses. Surrounding-environment visibility and perceived facial recognition responsiveness were generally favorable; however, 8 of 13 respondents (62%; 95% CI 36%-82%) rated the displayed patient information as slightly difficult to see.
In this pilot study, AR glasses with facial recognition were well accepted by physicians. This technology has demonstrated perceived clinical utility and has the potential to assist medical professionals, though further refinement and larger clinical evaluations are needed.

PMID:
42826354
Bibliographic data and abstract were imported from PubMed on 03 Oct 2026.

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