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Development and validation of medical record-based logistic regression and machine learning models to diagnose diabetic retinopathy

Heyan Li, Li Dong, Wen‐Da Zhou, Haotian Wu, Ruiheng Zhang, Yi-Tong Li, Chuyao Yu, Wenbin Wei

2022Graefe s Archive for Clinical and Experimental Ophthalmology21 citationsDOI

Topics & Concepts

Logistic regressionMedicineReceiver operating characteristicDiabetic retinopathyCohortNational Health and Nutrition Examination SurveyInternal medicineDiabetes mellitusPopulationEndocrinologyEnvironmental healthRetinal Diseases and TreatmentsRetinal Imaging and AnalysisChronic Kidney Disease and Diabetes
Development and validation of medical record-based logistic regression and machine learning models to diagnose diabetic retinopathy | Litcius