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
Declining Childhood Vaccination May Increase Risk for Vaccine-Preventable Infections
WEDNESDAY, April 30, 2025 -- Declining childhood vaccination rates may increase outbreaks of eliminated vaccine-preventable infections within the United States, leading to a...
Microbial Keratitis Outcomes Affected by Delays in Presentation, Disease Severity
WEDNESDAY, April 30, 2025 -- For patients with microbial keratitis (MK), initial vision, longer time to presentation, and larger stromal infiltrate size lead to a higher risk for...
AACR: Incidence-Based Mortality Dropping for Young Women With Breast Cancer
TUESDAY, April 29, 2025 -- Incidence-based mortality (IBM) declined from 2010 to 2020 among women aged 20 to 49 years diagnosed with breast cancer, according to a study presented...
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.