Types |
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Overview |
This model shows the utility of using Google search terms to predict dengue incidence in Singapore and Bangkok. The models predict incidence with a correlation greater than 0.8. |
Question |
Can you accurately predict a rise in incidence of dengue infections through search queries in order to trigger interventions? |
Purpose |
Prediction |
Scope |
Disease and Location |
Goals |
(1)
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Baseline awareness
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(2)
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Early warning
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Decision support |
No |
Based on |
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Methods |
(1)
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Machine learning/Support vector machine (SVM)
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(2)
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Regression/Generalized Boosted Regression
|
(3)
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Regression/Negative binomial
|
(4)
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Statistics/Akaike information criterion (AIC)
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Products |
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Documents |
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