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PrepCare: a two-stage framework for infectious disease prioritization and alerts for nursing preparedness
Abstract Introduction: Nursing services often face resource constraints, while reliable disease specific prioritization signals are difficult to obtain from limited routine data. We therefore developed PrepCare, a two-stage interpretable framework for infectious disease prioritization and alerting to support nursing resource planning. Methods: PrepCare combines data-adaptive disease ranking with Seasonal-Trend decomposition using LOESS (STL)-based alerting.
Epidemiological and pathological characterization of acute respiratory infections
CONFLICT OF INTEREST All authors have no conflict of interest. REFERENCES 1, , , , , . Global hospital admissions and in-hospital mortality associated with all-cause and virus-specific acute lower respiratory infections in children and adolescents aged 5–19 years between 1995 and 2019: a systematic review and modelling study. BMJ Glob Health. 2021; 6:e006014. 2 Global Burden of Disease Study 2013 Collaborators.
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