Ensemble machine learning prediction model for clinical refraction using partial interferometry measurements in childhood - Kim, Sa Ra; Kang, Dong Hyun; Choe, Gon Soo; Kim, Dae Hee (PloS one, 2025)
Keywords: Accuracy; Adolescent; Biology and Life Sciences; Biometrics; Child; Child, Preschool; Childhood; Children; Computer and Information Sciences; Congenital diseases; Cornea; Data collection; Diagnosis; Female; Females; Humans; Independent variables; Interferometry; Interferometry - methods; Learning algorithms; Libraries; Machine Learning; Male; Medicine and Health Sciences; Myopia; Myopia - diagnosis; Myopia - physiopathology; Parameters; Physical Sciences; Prediction models; Refraction; Refraction, Ocular - physiology; Refractive Errors - diagnosis; Regression analysis; Regression models; Research and Analysis Methods; Retrospective Studies; Risk factors; Root-mean-square errors; Sex; Vision disorders in children; South Korea