AIMC Topic: Sierra Leone

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Forecasting malaria cases using climate variability in Sierra Leone.

Malaria journal May 20, 2025
BACKGROUND: Malaria continues to pose a public health challenge in Sierra Leone, where timely and accurate forecasting can guide more effective interventions. Although seasonal models such as Seasonal Autoregressive Integrated Moving Average (SARIMA)...
Humans Neural Networks, Computer Forecasting Incidence Models, Statistical Malaria Seasons Climate Sierra Leone
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Transforming Clinical Data into Actionable Prognosis Models: Machine-Learning Framework and Field-Deployable App to Predict Outcome of Ebola Patients.

PLoS neglected tropical diseases Mar 18, 2016
BACKGROUND: Assessment of the response to the 2014-15 Ebola outbreak indicates the need for innovations in data collection, sharing, and use to improve case detection and treatment. Here we introduce a Machine Learning pipeline for Ebola Virus Diseas...
Humans Machine Learning Software Risk Assessment Disease Outbreaks User-Computer Interface Treatment Outcome Models, Statistical Hemorrhagic Fever, Ebola Sierra Leone
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