Sentence examples for reconstruct networks from inspiring English sources

The proposed method can be used with any method that relies on the mutual information to reconstruct networks.

Classic epistasis analysis focused on ordering linear pathways; the AIs-Deletions analysis is able to reconstruct networks containing nodes with complex branching patterns.

GRN inference from gene expression data is a widely used and accepted approach to reconstruct networks in systems biology.

However, BVSA and LMML are designed to reconstruct networks in situations where the number of perturbation experiments is less than the number of network modules.

Our results indicate that we can successfully reconstruct networks using synthetic data in addition to simulated and real gene-expression data.

However, we find that their ability to reconstruct networks from discretized gene expression data is limited by their higher requirements on data size.

Various approaches have been proposed to reconstruct network structures from microarray time series.

Given the regulatory relationships between two genetic components, one can reconstruct network motifs using the graph theory approach.

The outputs derived by these methods can be computationally integrated in order to reconstruct network models of the relations between genes [ 13, 14].

This completely automated approach correctly reconstructed networks with cycles as well as oscillating network motifs.

Moreover, highly accurate prior knowledge results in more accurately reconstructed networks.