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

Hospital-acquired infections (HAIs) increase morbidity, mortality, and health care costs. Effective hand hygiene (HH) is crucial for prevention, but achieving high compliance remains challenge. This study explores using machine learning to integrate an electronic HH auditing system with electronic h...

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Veröffentlicht in:American journal of infection control 2025-01, Vol.53 (1), p.58-64
Hauptverfasser: 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., Goto, Michihiko, Wey, Sérgio B., Marra, Alexandre R.
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Sprache:eng
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