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Fairness Study of an Intelligent Myopia Prediction System

Fairness Study of an Intelligent Myopia Prediction System

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500109555
Enrollment
Unknown
Registered
2025-09-22
Start date
2025-09-28
Completion date
Unknown
Last updated
2025-09-29

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Myopia

Interventions

The Cohort for Myopia Screening Among Children and Adolescents in Guangxi Zhuang Autonomous Region, China:None

Sponsors

The Zhongshan Ophthalmic Center,Sun Yat-sen University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
6 Years to 18 Years

Inclusion criteria

Inclusion criteria: 1.Aged 6–18 years, both genders are eligible; 2.Individuals with a screening follow-up interval of >=1 year and a minimum of 3 follow-up visits.

Exclusion criteria

Exclusion criteria: 1.Individuals with duplicate or abnormal data in the screening dataset; 2.Individuals with missing data in any of the following screening items: demographic information, age, or refraction test results;

Design outcomes

Primary

MeasureTime frame
Area Under Receiver Operating Characteristic Curve (AUROC) of the intelligent myopia prediction system in predicting high myopia across demographic subgroups defined by sex, ethnic groups, and region;

Secondary

MeasureTime frame
True Positive Rate(TPR) of the intelligent myopia prediction system in predicting high myopia across demographic subgroups defined by sex, ethnic groups and region;False Positive Rate(FPR) of the intelligent myopia prediction system in predicting high myopia across demographic subgroups defined by sex, ethnic groups, and region;

Countries

China

Contacts

Public ContactHaotian Lin

The Zhongshan Ophthalmic Center,Sun Yat-sen University

linht5@mail.sysu.edu.cn+86 20 66618931

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026