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In this subsection, we explain how some of the mechanisms used in the model that are not derived by existing biological data, are nonetheless plausible possibilities for processing in the brain or are related to confirmed neural mechanisms.
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This indicates that our proposed method can identify more biologically relevant genes than an unweighted FDR method, which ignores existing biological data and knowledge.
Hence, Gentrepid was capable of enhancing lower quality genotype-phenotype data, using an independent knowledgebase of existing biological data.
Despite its simplicity, our mathematical modelling of AP-MS does fit existing biological data reasonably well (see Model validation).
Existing biological data can also be used to annotate results of high-throughput studies to provide further biological interpretation of genomic regions showing statistically significant associations.
The robustness of MAXCOM in operating potential noise in biological networks is of great important because much noise is widely observed in existing biological data [ 42, 43].
Access to DAS data is also supported in the UTGB Toolkit for utilizing existing biological data resources in conjunction with the user's own tracks.
In the field of biology, researchers have access to substantial information about biology from both published experiments and existing biological data.
Relationships between the existing biological and physical data were analyzed to identify and rank physical variables important for structuring patterns in seabed biodiversity.
Based on this TNF-induced gene network, we searched for sub-networks related to angiogenesis by integrating existing biological knowledge.
Novel approaches [ 13- 15] are now needed to compile the existing biological lipid profiling experimental data and to maximize the information extraction from these databases.
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