A novel electronic health record-based, machine-learning model to predict severe hypoglycemia leading to hospitalizations in older adults with diabetes: A territory-wide cohort and modeling study - Shi, Mai; Yang, Aimin; Lau, Eric S. H.; Luk, Andrea O. Y.; Ma, Ronald C. W.; Kong, Alice P. S.; Wong, Raymond S. M.; Chan, Jones C. M.; Chan, Juliana C. N.; Chow, Elaine (PLoS medicine, 2024)
Keywords: Aged; Algorithms; Care and treatment; Codes; Creatinine; Datasets; Development and progression; Diabetes; Diabetes mellitus; Diabetes Mellitus - diagnosis; Diabetes Mellitus - epidemiology; Diabetics; Disease; Electronic Health Records; Electronic medical records; Emergency medical care; Emergency service; Generalized linear models; Glucose; Health aspects; Health care; Hospitalization; Hospitals; Humans; Hypoglycemia; Hypoglycemia - diagnosis; Hypoglycemia - epidemiology; Insulin; Laboratories; Learning algorithms; Machine Learning; Medical diagnosis; Methods; Neural networks; Older people; Patient admissions; Retrospective Studies; Variables; Hong Kong, China; Hong Kong; Hong Kong China; China