Sentence examples for the integrated link from inspiring English sources

Because shorter paths are more feasible, as a first approximation the shortest path length between A and B in the PIN can be used as a reliability score for the integrated link.

Thus, the reliability score for each integrated link i is given by, where j i = 1, …, J i are the links in the PKN corresponding to the integrated link i in the compressed network.

With β = 1000 only the integrated link tnfa →ikk is included in the optimal model: the presence of this link is well supported by the data since it lowers the MSE from 0.064 (the optimal fit obtained with CellNOptR using as input the non-integrated network) to 0.040.

PINs are used to support and prioritize the integrated links.

The length of the shortest path is then used to differently prioritize the integrated links in the training of the network, but other metrics could be used to discriminate between links.

The integrated links can be ranked as shown in Figure 3B according to the highest value of β allowing their selection and thus according to their effect on the improvement of the fit.

The objective function is modified with respect to that introduced in (Saez-Rodriguez et al., 2009 ) to include additional penalization for the integrated links using weights derived from PINs [ Equation (2) ].

Baumeister's group, for example, hopes to create a 3D map of all the organelles in a eukaryotic cell and use it to create the first integrated link between atomic-level images (from nuclear magnetic resonance and x-ray crystallography) and cell-level images from light microscopy.

CrediTheo Engappet for the vidrawernd Droid-Life for throwing it on YouTube.

Fixing α = 0.001, the influence of the integration penalty on the number of integrated links selected by the optimization process on the fit of the optimal model to the data (in terms of MSE) was tested as shown in Figure 3.

PMRD provides an integrated link between genetic studies and the rapidly growing genomic information.