AI Model Has Strong Performance for Identifying Pediatric Eye Disease
By Elana Gotkine HealthDay Reporter
WEDNESDAY, Aug. 7, 2024 -- An artificial intelligence (AI) model has strong performance for accurately identifying myopia, strabismus, and ptosis using mobile photographs, according to a study published online Aug. 6 in JAMA Network Open.
Qin Shu, M.D., from Shanghai Jiao Tong University School of Medicine, and colleagues developed an AI model to identify myopia, strabismus, and ptosis using mobile photographs in a cross-sectional study. A total of 1,419 images from 476 patients were used to build the model. Of the images, 946 monocular images and 473 binocular images were used to identify myopia and ptosis and to identify strabismus, respectively.
The researchers found that the model demonstrated good sensitivity for detecting myopia, strabismus, and ptosis (0.84, 0.73, and 0.85, respectively). During sex subgroup analysis, the model showed comparable performance in identifying eye disorders in both female and male children. Differences in identifying eye disorders were seen among different age groups.
"The detection model using AI showed strong performance in accurately identifying myopia, strabismus, and ptosis using only smartphone images," the authors write. "These results suggest that it can assist families in screening children for myopia, strabismus, and ptosis, facilitating early identification and reducing the risk of visual function loss and severe problems due to delayed screening."
Disclaimer: Statistical data in medical articles provide general trends and do not pertain to individuals. Individual factors can vary greatly. Always seek personalized medical advice for individual healthcare decisions.
© 2025 HealthDay. All rights reserved.
Posted August 2024
Read this next
Mailed Self-Collection Kits Increase Rates of Cervical Cancer Screening
WEDNESDAY, June 11, 2025 -- Mailed self-collection (SC) kits may increase participation in cervical cancer screening, according to a study published online June 6 in JAMA...
Attrition Rates High Among Lesbian, Gay, Bisexual Medical Students
WEDNESDAY, June 11, 2025 -- Medical school attrition rates are high among lesbian, gay, or bisexual (LGB) medical students, according to a research letter published online June 10...
Health Care Job Growth Dropped During Pandemic, Recovered by 2024
WEDNESDAY, June 11, 2025 -- Health care employment growth decreased during the pandemic but recovered by 2024, according to a research letter published online June 5 in the...
More news resources
- FDA Medwatch Drug Alerts
- Daily MedNews
- News for Health Professionals
- New Drug Approvals
- New Drug Applications
- Drug Shortages
- Clinical Trial Results
- Generic Drug Approvals
Subscribe to our newsletter
Whatever your topic of interest, subscribe to our newsletters to get the best of Drugs.com in your inbox.