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We would like to incorporate knowledge on treatment effects into our model(s) to guide physicians and patients in their decisions on how management should change given the predicted probabilities that a predictive model provides.
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The sampling priors for fossil calibrations were set to be normally distributed, incorporating knowledge on divergence estimates, such as the earliest appearance of members of a clade in the fossil record as well as the age of an assumed monophyletic origin and early relatives of the clade.
Fifth, the PBPK model for adults was refined and modified for children by incorporating knowledge on growth and maturation processes from birth to adolescence (i.e., ontogenic factors).
The software also incorporates knowledge on food production processes and predictive models as well as the creation of scenarios as illustrated in Section 3. PMM-Lab and FPL are both extensions to the scientific workflow management system KNIME (http://www.knime.org/) and inherit its modularity.
This highlights the importance of incorporating knowledge of tumor biology into analyses rather than relying on pure analytics alone.
A growing number of executives running N.B.A. franchises incorporate knowledge about what happens on the basketball court and in the courtroom, while others bring advanced college degrees to their work.
These methods usually incorporate prior knowledge on gene regulatory mechanisms as constraints for precisely estimating model's parameters.
As the model is estimated using Bayesian methods, it can incorporate prior knowledge on the diagnostic accuracy of the reference tests used.
The present study aimed to incorporate background knowledge on the evolution of molecular sequences in general and ribosomal RNA-genes in special into various steps of data processing.
Setting III can incorporate prior knowledge on grouping as well as stabilize the dynamic weighting scheme by offering the same weight within groups.
It also brings in a way to incorporate prior knowledge on grouping, such as genes from the same biological pathway or SNPs that are located adjacent to one other on the chromosome.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com