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In the context of understanding the genetic basis of nicotine dependence, we integrate gene and pathway information and show how three complex biological queries can be answered by the integrated knowledge base.
Researchers suggested that further studies are required to improve the integrated knowledge on the relationship between the different axis I and II diagnoses and it may provide valuable information regarding the clinical predictors of high levels of pain-related disability that influence clinical decision-making process [25, 42].
Under a Bayesian framework, the proposed approach probabilistically integrates the limited site-specific c′ and ϕ′ data pairs with prior knowledge, and the integrated knowledge is transformed into a large number of c′ and ϕ′ sample pairs using Markov Chain Monte Carlo (MCMC) simulation.
The integrated knowledge derived from these studies is used to decipher gene regulatory networks and define genome organization.
For example, the development of formal definitions for phenotype ontologies [ 86] can be quantitatively evaluated by using these definitions to integrate multiple model organism databases and analyse the integrated knowledge with regard to its potential for revealing novel candidate genes for diseases [ 68].
Emergent Project Management is the method of using emergence to elicit local knowledge, integrate it with the global knowledge, and use the integrated knowledge to manage projects more effectively.
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Ebola-KB can also be explored using an interactive Dashboard visualizing the different perspectives of this integrated knowledge.
Funding: Mayo Clinic and a Biopilot project from the DOE Office of Advanced Scientific Computing Research; ERKP558 'An integrated knowledge base for the Shewanella Federation' from the DOE Office of Biological and Environmental Research.
All architectures are then updated and shared using the enterprise architecture integrated knowledge base.
The approach is implemented in an open source web-based biocomputing platform called BioDeducta, which combines SRI's SNARK theorem prover with the BioBike interactive integrated knowledge base.
To generate the modules, an integrated knowledge interactome dataset for Arabidopsis is necessary.
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CEO of Professional Science Editing for Scientists @ prosciediting.com