Sep 2026· Clinical and experimental optometry· pp.
1-9
· 0 citations· 34 references
Medicine
TL;DR
A scoping review of English-language publications from 2018 to 2025 concerning wearable device classes, ophthalmic applications, the analytical roles of artificial intelligence, evidence maturity, and barriers to translation found most systems remain at the technical validation or early clinical feasibility stage.
Abstract
CLINICAL RELEVANCE
Wearable technologies may enable eyecare practitioners to assess visual function, behaviour, environmental exposure, and treatment needs beyond the clinic. However, most applications require stronger clinical validation, usability evaluation, and evidence of patient benefit before routine implementation.
Background
Wearable devices may extend ophthalmic assessment and support beyond episodic clinic visits by capturing visual behaviour, environmental exposure, task performance, and ocular or periocular physiological signals.
Methods
This scoping review mapped English-language publications from 2018 to 2025 concerning wearable device classes, ophthalmic applications, the analytical roles of artificial intelligence, evidence maturity, and barriers to translation.
Results
Database searches identified 465 records; 310 remained after duplicate removal and were screened, 100 full-text articles were assessed, and 35 studies were included. Evidence was strongest for objective exposure monitoring in myopia research, headset-based assessment of visual function, and assistive technologies for people with low vision or blindness. Artificial intelligence was used mainly for temporal signal interpretation, multimodal integration, and real-time assistive feedback rather than autonomous diagnosis.
Conclusion
Most systems remain at the technical validation or early clinical feasibility stage. Broader implementation requires stronger analytical and clinical validation, patient-centred outcomes, regulatory planning, usability evidence, and safeguards for privacy and interoperability.
Small-scale implementation and cost-effectiveness studies are needed to determine whether improved access to ophthalmic imaging can translate into sustainable and equitable eye-care services, and minimum reporting standards are suggested to increase comparability across studies.
R. Lechtenboehmer, C. Cleland, F. Malerbi et al.· Progress in retinal and eye...· 0 citations
PURPOSE
This review examines recent developments in AI-powered assistive technologies for individuals with visual impairment, focusing on object detection, obstacle avoidance, navigation, haptic feedback, and user-centered design. It aims to synthesize their capabilities, advantages, limitations, and gaps relevant to p...
V. S. Panwar, Dhruv Kumbhar, Vedant Kumbharkar et al.· Disability and Rehabilitatio...· 0 citations
PurposeTo evaluate how blind and visually impaired individuals perceive retinal prosthesis systems and to examine their views regarding potential visual outcomes.MethodsA cross-sectional survey consisting of 12 structured items was distributed through the Italian Union of the Blind and Visually Impaired and regional as...
Matteo Baldi, Sofia Pischedda, M. Musolino et al.· European Journal of Ophthalm...· 0 citations
Interaction with physical objects plays a key role in the development, assessment, and treatment of cognitive and motor skills across the lifespan. In recent years, this interaction has been enhanced by smart objects, namely everyday items augmented with embedded sensing, processing, and feedback capabilities. These ob...
Lorenzo Pugi, L. Fiorini, Marco Vincenzo Maselli et al.· Italian National Conference...· 0 citations
Introduction: Childhood vision impairment can have long-term adverse effects on health, education, and socioeconomic status. Early detection through school-based eye health programs is essential, but often limited by resource constraints. Mobile application-based visual acuity screening tools offer a potentially access...
Florentina Priscilia, Yeni Dwi Lestari· Journal of Community Empower...· 0 citations
The purpose of this review is to describe integrated technologies for blink analysis and their utility in evaluating ocular surface diseases. A literature search was conducted using PubMed, Embase, and CENTRAL from January 1, 2000, to August 17, 2025. Search terms included "Eye Blink", "Blink", "Blinking", "Device", "...
Wui-Ong Chee, Blanche X. H. Lim, Sanjiv K. Bhatia et al.· Eye· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.