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We developed and externally validated a clinical prediction model to predict the presence of pneumonia and other serious bacterial infections (SBIs) in children with fever presenting to emergency care settings.
Spanish dictionary of census variables evaluated in the multivariate model to predict the presence of dengue.
Scatter matrix of parameters included in the top logistic regression model to predict the presence of dengue in neighborhoods in Machala in 2010.
In the Coventry population the C statistic of this model to predict the presence of pneumonia was 0.81 (0.69 to 0.93).
The best-fit model to predict the presence of dengue included older age and female gender of the head of the household, greater access to piped water in the home, poor housing condition, and less distance to the central hospital.
Then, microarray data were analyzed for determination of allele-specific copy numbers using CNAG (Copy number analysis for GeneChips) (version 3.4) software (http://genome.umin.jp) by using a Hidden Markov Model to predict the presence of aUPD regions as previously described [ 24].
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The aviation authorities in Europe have been using computer models to predict the presence of ash.
Ae. aegpyti juvenile indices were included in two of the top seven best-fit models to predict the presence of dengue in neighborhoods (Additional file 4: Table S2).
This model was then used to predict the presence of a Reactivated gene signature using the 4- and 5-h time points using the base R stats predict function.
We make use of Hidden Markov Model (HMM), a supervised machine learning approach, to predict the presence of relationship between a drug and an adverse side-effect.
Furthermore, we built classification models based on those features in an attempt to predict the presence of an occult invasive component in DCIS, with generalization performance assessed by receiver operating characteristic (ROC) curve analysis.
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