Integration of an electronic hand hygiene auditing system with electronic health records using machine learning to predict hospital-acquired infection in a health care setting - Cotia, André Luís Franco; Scorsato, Anderson Paulo; da Silva Victor, Elivane; Prado, Marcelo; Gagliardi, Guilherme; de Barros, José Edgar Vieira; Generoso, José R.; de Menezes, Fernando Gatti; Hsieh, Mariana Kim; Lopes, Gabriel O.V.; Edmond, Michael B.; Perencevich, Eli N.; et al. (American journal of infection control, 2025)
Keywords: Adult; Aged; Brazil - epidemiology; Cross Infection - prevention & control; Electronic Health Records; Female; Guideline Adherence - statistics & numerical data; Hand hygiene; Hand Hygiene - methods; Hand Hygiene - standards; Health care-associated infection; Hospitals; Humans; Infection Control - methods; Infection prediction; Infectious Disease; Machine Learning; Male; Middle Aged; Predictive models; Retrospective Studies; Supervising learning; Brazil; Predictive models; Health care-associated infection; Infection prediction; Supervising learning; Hand hygiene