Mobile Medical Application for Cost-effective Strabismus Screening
2 other identifiers
observational
91
1 country
1
Brief Summary
Develop and evaluate a new smartphone based app to screen for and measure eye misalignment (strabismus). The investigators will validate the app against simulated strabismus of known magnitude and common clinical tests. They will evaluate the app as a screening tool in high risk populations, to determine the sensitivity and specificity. They hypothesize that the app can measure to within 2 units (prism diopters) of the ground truth, and that it will be correlated with gold standard tests.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for all trials
Started Feb 2018
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
February 1, 2018
CompletedFirst Submitted
Initial submission to the registry
February 7, 2018
CompletedFirst Posted
Study publicly available on registry
March 1, 2018
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 30, 2019
CompletedStudy Completion
Last participant's last visit for all outcomes
January 30, 2025
CompletedResults Posted
Study results publicly available
July 14, 2025
CompletedJuly 14, 2025
June 1, 2025
1.9 years
February 7, 2018
April 15, 2023
June 21, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Comparison of App-measured Eye Deviation Angles to Gold Standard
Linear regression analysis was used to compare the app measurements of strabismus angle to ground truth and gold standard measures. The outcome measure is the difference between the two methods, in terms of least square mean (LSM).
15 minutes
Study Arms (1)
Strabismus
Participants with strabismus had measurement with the app and compared to the cover test with prism neutralization (gold standard) or eye turning to know eccentricity.
Eligibility Criteria
Normal vision participants with simulated strabismus and participants with strabismus.
You may qualify if:
- Ground Truth Aim Study:
- Age 18 to 88 years
- Normal or corrected to normal vision
- Clinical Aim Study:
- Ages 18 to 88
- Strabismus
- Able to keep looking at a visual target for 30-60 seconds
You may not qualify if:
- Ground Truth Aim Study:
- Age less than 18 years or greater than 88.
- Clinical Study:
- Age less than 18 or greater than 88
- Inability to keep looking at a visual target for 30-60 seconds
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Massachusetts Eye and Ear Infirmarylead
- National Eye Institute (NEI)collaborator
Study Sites (1)
Ophthalmology of Clinical Research Office, Mass Eye and Ear
Boston, Massachusetts, 021141, United States
Related Publications (14)
Brodie SE. Photographic calibration of the Hirschberg test. Invest Ophthalmol Vis Sci. 1987 Apr;28(4):736-42.
PMID: 3557878BACKGROUNDRowe, F.J., Clinical Orthoptics. 3rd ed. 2012: Wiley and Sons. 486.
BACKGROUNDTaylor K, Elliott S. Interventions for strabismic amblyopia. Cochrane Database Syst Rev. 2011 Aug 10;(8):CD006461. doi: 10.1002/14651858.CD006461.pub3.
PMID: 21833955BACKGROUNDCotter SA, Tarczy-Hornoch K, Song E, Lin J, Borchert M, Azen SP, Varma R; Multi-Ethnic Pediatric Eye Disease Study Group. Fixation preference and visual acuity testing in a population-based cohort of preschool children with amblyopia risk factors. Ophthalmology. 2009 Jan;116(1):145-53. doi: 10.1016/j.ophtha.2008.08.031. Epub 2008 Oct 29.
PMID: 18962921BACKGROUNDLoudon SE, Rook CA, Nassif DS, Piskun NV, Hunter DG. Rapid, high-accuracy detection of strabismus and amblyopia using the pediatric vision scanner. Invest Ophthalmol Vis Sci. 2011 Jul 7;52(8):5043-8. doi: 10.1167/iovs.11-7503.
PMID: 21642624BACKGROUNDBarnard, S. and E. Johnson, Detecting strabismus. Optician, 2013.
BACKGROUNDKlaver P, Marcar V, Martin E. Neurodevelopment of the visual system in typically developing children. Prog Brain Res. 2011;189:113-36. doi: 10.1016/B978-0-444-53884-0.00021-X.
PMID: 21489386BACKGROUNDWilliams C, Northstone K, Harrad RA, Sparrow JM, Harvey I; ALSPAC Study Team. Amblyopia treatment outcomes after screening before or at age 3 years: follow up from randomised trial. BMJ. 2002 Jun 29;324(7353):1549. doi: 10.1136/bmj.324.7353.1549.
PMID: 12089090BACKGROUNDEpelbaum M, Milleret C, Buisseret P, Dufier JL. The sensitive period for strabismic amblyopia in humans. Ophthalmology. 1993 Mar;100(3):323-7. doi: 10.1016/s0161-6420(13)32170-8.
PMID: 8460000BACKGROUNDEibschitz-Tsimhoni M, Friedman T, Naor J, Eibschitz N, Friedman Z. Early screening for amblyogenic risk factors lowers the prevalence and severity of amblyopia. J AAPOS. 2000 Aug;4(4):194-9. doi: 10.1067/mpa.2000.105274.
PMID: 10951293BACKGROUNDLions C, Bui-Quoc E, Bucci MP. Postural control in strabismic children versus non strabismic age-matched children. Graefes Arch Clin Exp Ophthalmol. 2013 Sep;251(9):2219-25. doi: 10.1007/s00417-013-2372-x. Epub 2013 May 9.
PMID: 23657730BACKGROUNDScheiman MM, Hertle RW, Beck RW, Edwards AR, Birch E, Cotter SA, Crouch ER Jr, Cruz OA, Davitt BV, Donahue S, Holmes JM, Lyon DW, Repka MX, Sala NA, Silbert DI, Suh DW, Tamkins SM; Pediatric Eye Disease Investigator Group. Randomized trial of treatment of amblyopia in children aged 7 to 17 years. Arch Ophthalmol. 2005 Apr;123(4):437-47. doi: 10.1001/archopht.123.4.437.
PMID: 15824215RESULTHertle RW, Scheiman MM, Beck RW, Chandler DL, Bacal DA, Birch E, Chu RH, Holmes JM, Klimek DL, Lee KA, Repka MX, Weakley DR Jr; Pediatric Eye Disease Investigator Group. Stability of visual acuity improvement following discontinuation of amblyopia treatment in children aged 7 to 12 years. Arch Ophthalmol. 2007 May;125(5):655-9. doi: 10.1001/archopht.125.5.655.
PMID: 17502505RESULTLukman H, Kiat JE, Ganesan A, Chua WL, Khor KL, Choong YF. Negative social reaction to strabismus in school children ages 8-12 years. J AAPOS. 2011 Jun;15(3):238-40. doi: 10.1016/j.jaapos.2011.01.158. Epub 2011 Jun 16.
PMID: 21683635RESULT
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Results Point of Contact
- Title
- Gang Luo
- Organization
- Schepens Eye Research Institute of Mass Eye & Ear, Harvard Medical School, Boston, MA, USA
Study Officials
- PRINCIPAL INVESTIGATOR
Gang Luo, PhD
Massachusetts Eye and Ear
Publication Agreements
- PI is Sponsor Employee
- No
- Restrictive Agreement
- No
Study Design
- Study Type
- observational
- Observational Model
- CASE ONLY
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Principal Investigator
Study Record Dates
First Submitted
February 7, 2018
First Posted
March 1, 2018
Study Start
February 1, 2018
Primary Completion
December 30, 2019
Study Completion
January 30, 2025
Last Updated
July 14, 2025
Results First Posted
July 14, 2025
Record last verified: 2025-06
Data Sharing
- IPD Sharing
- Will not share