Evidence map›Paper›PMID 42313374›Full record

ArticleOphthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists)2026

Predicting Letter Acuity Using Vernier-Induced OKN and Consumer-Grade Cameras.

Jinyou Zou, Huan Li, Zhikuan Yang, Weizhong Lan

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Article in Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists), 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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5 · Who and what money

Authors and funding

4 authors.

Jinyou Zou *Aier Academy of Ophthalmology, Central South University, Changsha, Hunan, China.
Huan Li *Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China.
Zhikuan YangAier Academy of Ophthalmology, Central South University, Changsha, Hunan, China.
Weizhong LanDepartment of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China. lanweizhong@aierchina.com.

Funding

Clinic Research Foundation of Aier Eye Hospital Group AIM2301D04Hunan Xiangjiang Philanthropy Foundation KY24016National Ministry of Science and Technology 2022YFE0124600Natural Science Foundation of Hunan Province 2024JJ9001Science and Technology Innovation Program of Hunan Province 2023RC1079, 2024RC5002
6 · The paper itself

Abstract

purposeOptokinetic nystagmus (OKN) is used for objective visual acuity assessment, but precise quantification remains challenging and requires specialised eye trackers. This study uses OKN induced by vernier acuity instead of grating stimuli, recorded with and without eye trackers, to establish an optimised method for acuity measurement and examine its correlation with subjective letter acuity.

methodsThirty-nine adults completed uncorrected monocular testing (letter acuity: -0.10 to 1.00logMAR). Vertically displaced stimuli containing two levels of vernier offsets (0.38 and 9.89 arcmin) moving horizontally were presented. Eye movements were recorded simultaneously using a research-grade eye tracker and a consumer-grade USB camera. Using an automated algorithm, the OKN responses were quantified at each vernier size level, and the reduction between the two levels was registered as a relative OKN index for predicting letter acuity.

resultsSubjective letter acuity showed strong correlations with relative OKN indexes from the eye tracker (r = 0.82, p < 0.001) and USB camera (r = 0.76, p < 0.001) recordings, and their letter acuity predictions had mean absolute errors of 0.15 and 0.16 logMAR, respectively. The OKN index demonstrated high accuracy in detecting participants with acuity worse than 0.50 logMAR, achieving receiver operating characteristic (ROC) area under the curve (AUC) values of 0.97 and 0.95 using the eye tracker and camera, respectively.

conclusionThis study provides proof-of-concept for applying OKN-based vernier acuity measurement in adults with or without eye trackers, although extension to a paediatric cohorts requires future investigation.

Indexed as

Eye-Tracking TechnologyNystagmus, OptokineticVision TestsVisual AcuityAdultAlgorithmsFemaleHumansMaleMiddle AgedROC CurveYoung AdultEye trackingObjective acuity assessmentOptokinetic nystagmusVernier acuity

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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 Socratic graph.