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The developed combined models for RTD description will be used to establish a system for control of the ethanol fermentation with immobilized cells.
Separate and combined models for ART-naïve and ART-experienced patients were considered.
Finally, we were able to build statistically significant combined models for pathological complete response (pCR) predictions for the entire population.
We were able to build statistically significant combined models for pCR prediction using 150 patients (training data), and obtained an average accuracy of 81% in the testing set (n = 75).
Among the 40 most frequently selected modules, 31 (77.5%) were previously selected to build combined models for all patients, suggesting that outcome predictions for all patients is being largely driven by the ER-positive patient subset.
In our experimental populations, the Yaqui nuclear ancestry increased in both generations and the Yaqui mtDNA ancestry increased in generation 2. In other words, these observations were consistent with the predictions from the premating and combined models for nuclear genes and consistent with the combined model for mtDNA genes.
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Predicted marginal 5-year survival probabilities were calculated from the combined model for every combination of marker expression.
Reasonable agreement justifies the use of the combined model for engineering design purposes.
All individual models and the combined model for rainfall events resulted in two common predictors as most influential for TSS and TP.
In this work, a combined model for ductile and cleavage fracture is used to predict the fracture toughness scatter and its variation with temperature in the DBTT range.
In this paper, architecture of combined modeling for supply chain simulation is proposed, which includes the equation of continuous portion in the supply chain and how these equations can be used in the supply chain simulation models.
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