In total, 741,271 patient admissions were included. The algorithm identified 373 concurrent detection events: 158 (42%) in which the patients' first positive cultures were drawn after they were no longer sharing a room but within three days of cohabitation; 144 (39%) in which the patients' first positive cultures were drawn while they were still sharing a room but on different days; and 71 (19%) in which the patients' first positive cultures were drawn while they were sharing a room on the same day.DiscussionMethods to improve environmental decontamination should be included as part of a comprehensive approach to infection prevention in hospitals. Nurses have an important role to play in the planning and implementation of interventions to reduce bioburden in the patient environment.
discusses the use of artificial intelligence and machine learning and their application to high-energy physics. As security researchers we are interested in their analysis of how deep neural networks are implemented with their physical systems and how their approaches to anomaly detection function such that we can assess applicability to our problem space.
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