Development and validation of 10‐year risk prediction models of cardiovascular disease in Chinese type 2 diabetes mellitus patients in primary care using interpretable machine learning‐based methods - Dong, Weinan; Wan, Eric Yuk Fai; Fong, Daniel Yee Tak; Tan, Kathryn Choon‐Beng; Tsui, Wendy Wing‐Sze; Hui, Eric Ming‐Tung; Chan, King Hong; Fung, Colman Siu Cheung; Lam, Cindy Lo Kuen (Diabetes, obesity & metabolism, 2024)
Keywords: Adult; Aged; Blood pressure; Body mass index; Cardiovascular disease; Cardiovascular diseases; Cardiovascular Diseases - epidemiology; Cardiovascular Diseases - etiology; China - epidemiology; Creatinine; Decision making; Diabetes; Diabetes mellitus (non-insulin dependent); Diabetes Mellitus, Type 2 - complications; East Asian People; Epidermal growth factor receptors; Female; Follow-Up Studies; Glomerular filtration rate; Hemoglobin; Humans; Learning algorithms; Machine Learning; Male; Middle Aged; Population studies; Prediction models; Primary care; Primary Health Care; real‐world evidence; Regression analysis; Renal function; Retrospective Studies; Risk Assessment - methods; Risk Factors; Statistical models; type 2 diabetes; China; cardiovascular disease; primary care; real‐world evidence; type 2 diabetes