Prediction of spherical equivalent difference before and after cycloplegia in school-age children with machine learning algorithms

• Main Authors: Bei Du (Author), Qingxin Wang (Author), Yuan Luo (Author), Nan Jin (Author), Hua Rong (Author), Xilian Wang (Author), Hong Nian (Author), Li Guo (Author), Meng Liang (Author), Ruihua Wei (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-04-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

PurposeTo predict the need for cycloplegic assessment, as well as refractive state under cycloplegia, based on non-cycloplegic ocular parameters in school-age children.DesignRandom cluster sampling.MethodsThe cross-sectional study was conducted from December 2018 to January 2019. Random cluster samp...