Development and validation of medical record-based logistic regression and machine learning models to diagnose diabetic retinopathy - Li, He-Yan; Dong, Li; Zhou, Wen-Da; Wu, Hao-Tian; Zhang, Rui-Heng; Li, Yi-Tong; Yu, Chu-Yao; Wei, Wen-Bin (Graefe's archive for clinical and experimental ophthalmology, 2023)
Keywords: Creatine; Cross-Sectional Studies; Diabetes; Diabetes Mellitus; Diabetic retinopathy; Diabetic Retinopathy - diagnosis; Diabetic Retinopathy - epidemiology; Female; Humans; Learning algorithms; Logistic Models; Machine Learning; Male; Medical Records; Medicine; Medicine & Public Health; Nutrition Surveys; Ophthalmology; Regression analysis; Retinal Disorders; Retinopathy; National Health and Nutrition Examination Survey (NHANES); Diabetic retinopathy; Logistic regression; Model selection; Machine learning