The aim of this study was to find out cell architecture cell function dependencies of human MG-63 osteoblasts on titanium (Ti) arrays with regular geometry.
Gradient boosting regression model (GBM) is a powerful machine learning tool derived by Friedman (2001 , 2002 to capture complex nonlinear function dependencies.
Other earlier studies, such as [9, 17, 18] and [19], made a lot of contributions with regard to the ORDER BY clause and GROUP BY clause and they proposed optimization algorithms based on either the function dependencies or the reuse of the intermediate results.
While the first option provides a rapid and comparative overview of all reactions included in the network, the second option offers the user the possibility to obtain detailed insights into specific enzyme/objective function dependencies.
The method introduces a set of variables to break the objective function dependency, which makes the problem much better conditioned without nesting, affording an efficient and distributed optimization.
FGU represents the most common type of functional relationships - referred to as "complementary epistasis" in many examples of classical genetics – and comprised of mutual function dependency among a group of related genes that affect phenotype(s) in a manner of a "house of cards" at each level of signaling pathways.
To further investigate the structure-function dependencies of the interaction of Ubp2/Rup1 with Rsp5, we constructed TAP-tagged strains bearing a targeted genomic deletion in either Ubp2 or Rup1.
Their studies suggest the need for more computational modeling-based research on the structure-function dependencies in brain networks.
Context-dependency: any function depends on the context that constrains the biological processes.
Subscale scores for general vision, ocular pain, near vision, distance vision, social functioning, mental functioning, role functioning, dependency, driving, color vision, and peripheral vision, as well as an overall score, were computed.
Average scores for near and distance vision, social and mental functioning, dependency, driving, and peripheral vision were over 80, and a substantial percentage reported no problems at all with any of the items on the subscale: 26% for near vision, 24% for distance vision, 83% for social functioning, 17% for mental functioning, 74% for dependency, 38% for driving, and 79% for peripheral vision.
