Automated healthcare-associated infection surveillance using an artificial intelligence algorithm

Summary: Healthcare-associated infections (HAIs) are among the most common adverse events in hospitals. We used artificial intelligence (AI) algorithms for infection surveillance in a cohort study. The model correctly detected 67 out of 73 patients with HAIs. The final model used a multilayer percep...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: R.P. dos Santos, D. Silva, A. Menezes, S. Lukasewicz, C.H. Dalmora, O. Carvalho, J. Giacomazzi, N. Golin, R. Pozza, T.A. Vaz
Format: Artikel
Sprache:English
Veröffentlicht: Elsevier 2021-09-01
Schriftenreihe:Infection Prevention in Practice
Schlagworte:
Online Zugang:http://www.sciencedirect.com/science/article/pii/S2590088921000561