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Using the above Naive Bayes model, we integrated complementary evidence for protein DNA binding from TFBS data (Workman and Stormo, 2000), nucleosome occupancy data (Lee et al., 2007) and ChIP-chip data (Harbison et al., 2004; Workman et al., 2006).
To improve the predictability of the model, we integrated clinical information, which increased the AUC to 0.685.
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In this model, we integrate environmental sustainability into pure lean thinking.
For the solution of the bi-level model, we integrate a differential evolution algorithm for the upper level and the "all or nothing" traffic assignment for the lower level.
In the second part of the model we integrate details that are specific to each experiment and contribute to the differences between hybridization in solution and on the microarray.
In all Cox models, we integrated the different hazards for baseline starting years using stratification adjustment.
To effectively treat heterogeneity properties and multiscale features in the models, we integrate multiscale finite element methods with multi-element least-square HDMR for stochastic multiscale model reduction.
For modeling, we integrate the matrix factorization to learn the mapping feature dictionary and attribute space information simultaneously, and adopt the pairwise affinity similarity to incorporate the unlabeled data information, where the low rank property and model efficiency can be well controlled.
Using a structural equation model (SEM), we integrated information from all five biomarkers to estimate the relations among use of DEHP-containing products, infants' sex, and exposure to DEHP, DBP, and BzBP.
To further assess the incremental diagnostic power of those three miRNAs when added to the baseline LIPS risk model, we computed integrated discrimination improvement (IDI) and net reclassification index (NRI) ("Supplemental Methods and Results" section in Additional file 1), which offer an intuitive way of quantifying improvement offered by new biomarkers [19].
Hence, to obtain more complete and organism-specific models of the reaction networks of M. tuberculosis and M. leprae, we integrated the model of the MAP developed by Raman and co-workers [41] into the corrected flat files of these organisms.
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