Automated healthcare-associated infection surveillance using an artificial intelligence algorithm

• Main Authors: R.P. dos Santos (Author), D. Silva (Author), A. Menezes (Author), S. Lukasewicz (Author), C.H. Dalmora (Author), O. Carvalho (Author), J. Giacomazzi (Author), N. Golin (Author), R. Pozza (Author), T.A. Vaz (Author)
• Format: Book
• Published: Elsevier, 2021-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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...