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Finally, we constructed a prediction rule that should be easily applicable in clinical practice.
The first procedure constructed a prediction model, whereas the second procedure validated the model generated by the first procedure.
Using the data from the top twenty CpG sites, we constructed a prediction system for overall survival (OS and PFSS.
Chen et al. analyzed the graph properties and biological properties of protein complexes and constructed a prediction model using the filtered features [ 17].
In the present study, we have significantly extended the amount of published experimental data on the PLD-inducing activity of previously untested compounds and constructed a prediction system based on molecular properties.
Due to the complexity of the relationship between intake of various nutrients and environmental factors, we constructed a prediction model for AMD based on nutrition and adjusted for confounders.
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In our research, we use the Random Forest (RF) algorithm to construct a prediction model to predict whether an amino acid is in disordered region or not.
Our objective was to identify risk factors independent of APACHE II score and construct a prediction model to improve the predictive accuracy for hospital and intensive care unit (ICU) mortality.
In the previous study, Liu et al. [1] proposed a method for constructing a prediction model known as SLIPPER to predict SIPs, which can integrate multiple representative known properties.
For example, to construct a prediction model explaining 10% of liability heritability, we first sampled predicted values, Gi, for 1 000 000 individuals from a Gaussian distribution with mean 0 and variance 0.1, then generated liability values, Li, by adding to each Gi a Gaussian error term with mean 0 and variance 0.9.
Logistic regression was performed on group A to identify the significant independent variables in predicting successful cephalic vaginal delivery, which were used to construct a prediction model.
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