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Updated: Jan 29, 2026

Using an Automated Hirschberg Test App to Evaluate Ocular Alignment
Published on: March 24, 2020
Development and Preliminary Evaluation of a Smartphone App for Measuring Eye Alignment
Shrinivas Pundlik1, Matteo Tomasi1, Rui Liu2,3
1Schepens Eye Research Institute of Mass Eye & Ear, Harvard Medical School, Boston, MA, USA.
A new smartphone application accurately measures eye deviations using an automated Hirschberg test. This convenient tool shows potential for clinical use and telemedicine, aiding in eye alignment assessment.
Area of Science:
- Ophthalmology
- Medical Technology
- Biomedical Engineering
Background:
- Accurate measurement of eye deviations is crucial for diagnosing and managing various ocular conditions.
- Traditional methods for assessing eye alignment can be time-consuming and require specialized equipment.
- The integration of mobile technology offers potential for more accessible and efficient diagnostic tools.
Purpose of the Study:
- To evaluate the accuracy and consistency of a smartphone application designed for automated photographic Hirschberg testing.
- To assess the app's performance in measuring horizontal eye deviations in both nonstrabismic and strabismic individuals.
Main Methods:
- Three studies were conducted: gaze angle measurement against ground truth in nonstrabismic subjects (n=25), comparison of app-based phoria measurements with the modified Thorington (MT) test (n=14), and comparison of app-based strabismus measurements with cover test with prism neutralization (CTPN; n=66) and Synoptophore (n=34).
- Regression analyses were employed to compare app measurements with established clinical methods, quantifying magnitude and direction of eye deviations in prism diopters (Δ).
Main Results:
- The app demonstrated high accuracy in measuring gaze angles, closely matching ground truth (R² = 0.97, RMSE = 2.4Δ).
- Phoria measurements using the app were consistent with the MT test (R² = 0.97, RMSE = 1.7Δ).
- Strabismus measurements showed good consistency with CTPN (R² = 0.95), with improved agreement after near fixation correction (slope = 1.01), and were comparable to Synoptophore measurements (R² = 0.91).
Conclusions:
- Smartphone app measurements of manifest and latent eye deviations are consistent with established clinical assessment methods.
- The developed application serves as a convenient clinical tool for eye alignment measurement and holds promise for telemedicine applications.
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