In the influenza context, this means that an existing surveillance system is needed for a PLSR based model to be achievable.
Similar to the results of Brinkman et al., we found the AUCs of the APACHE II- and SAPS II-based models to be higher for predicting in-hospital compared to 6-month mortality [ 23].
Thus, it is required for bitstream-based models to be trained on a sufficiently high variety in content, enabling them to be used in practice.
In addition to the above approach, we investigated the possibility to develop ensemble-based models to be common for all monitoring stations.
But the information required is currently far too sketchy for detailed cell-based models to be useful inputs to organ-and tissue-level models.
Of particular interest, the FLAME framework [ 28] for the GPU [ 25] allows agent-based models to be declaratively specified using the formal technique of X-machines, and then the corresponding GPU simulation code is automatically generated.
Capillary dominated surface interaction and plastic deformation based models were found to be appropriate for describing friction behavior under low and high loads, respectively.
An artificial neural network (ANN) based model is considered to be a powerful subsidiary tool of high fidelity models for its fast computational speed and reliable prediction capability.
Out of two techniques used, the NN based model is found to be compact, reliable and predictable when compared with LS-SVM model.
All models included age, body mass index, and sex, and much of the predictive information in any phenotype based model is likely to be encompassed in these terms.
Further, we started the "clock" three years after negative screening which implies the SBSP based models are pertinent to women thought to be free of breast cancer.
