Sentence examples for multiple related models from inspiring English sources

The ability to construct and study multiple related models in parallel can provide insight into the basis of disease heterogeneity.

We describe a new and flexible framework for modeling binding site evolution in multiple related genomes, based on phylogenetic pair hidden Markov models which explicitly model the gain and loss of binding sites along a phylogeny.

Jannink and Jansen [13] developed a multiple-QTL model for multiple related populations derived from the diallel of pairwise crosses among three inbred parents.

Through transfer learning, training such model with multiple related targets might be beneficial particularly if the number of training examples in certain species or tissues is small.

In particular, because each pharmacogenomic screen profiles multiple drugs with similar mechanisms of action, leveraging information across multiple related drugs may yield improved model robustness by reducing the impact of 'off-target effects' and drug-specific experimental noise.

To facilitate further investigation of these hES lincRNAs, we integrated gene models and annotations with multiple related biological data into an integrative web portal.

By modeling identical-by-descent relationships in multiple related families of canines, Liu et al. [13] derived a random effect model based on linkage analysis to genome-wide scan for the existence of iQTL that affect canine hip dysplasia.

The model focuses on a single core process with multiple related capability areas, which include management and support processes.

To address this, our approach explicitly models the existence of statistical dependencies between methylation states from multiple related cell types.

The final model for ACR x scores used a modified latent variable (ACRL) approach for multiple related binary outcome variables.

This results in a network model that maps how each specific variant affects each other and, in turn, multiple related phenotypes.