Prevalence Patterns and Onset Prediction of High Myopia for Children and Adolescents in Southern China via Real-World Screening Data: Retrospective School-Based Study.

Jieying Guan Yingting Zhu Qiuyue Hu Shuyue Ma Jingfeng Mu Zhidong Li Dong Fang Xiaohua Zhuo Haifei Guan Qianhui Sun Lin An Shaochong Zhang Peiwu Qin Yehong Zhuo

Published in: Journal of medical Internet research (2023)

High myopia had a high incidence in Guangdong Province. Its onset in children and adolescents was well predicted with the random forest algorithm. Efficient use of real-world data can contribute to the prevention and early diagnosis of high myopia.

Keyphrases

risk factors
electronic health record
machine learning
climate change
south africa
deep learning
cross sectional
optic nerve
artificial intelligence
neural network