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One aspect of this analysis is to analyze significantly enriched pathways where coordinated but sometimes subtle expression changes are observed among genes [ 14].
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Comparing to the existing tool-set, proposed in the conference paper, we now have the ability of analyzing significantly larger models, and we also can add different rewards to the model.
Experimentation with a set of problems with up to 1000 dimensions and with several variants of Differential Evolution shows that the weaknesses analyzed significantly affect the performance of Differential Evolution when used on high-dimensional optimization problems.
The presented workflow reduces the data volume of the point cloud that has to be analyzed significantly and leads to the main advantage that seamless area-wide point cloud based segmentation can be performed without requiring a computationally intensive algorithm detecting and combining segments being part of several subareas (i.e. processing tiles).
None of the dosimetric parameters analyzed significantly predicted for grade 3 acute esophagitis.
Mapping the pore space of synthetic and natural porous media can be analyzed significantly by recent advances in pore-level imaging.
Growth of 10.7%% is a result, when we take into account the number of the 39 companies analyzed, significantly outpacing the growth in volume (in this analysis, it was assumed that the increase in volume approximately follows the growth of sales revenues) on the level of industrial production in Croatia.
In this comprehensive meta-analysis, four of the 13 (31%) polymorphisms analyzed significantly increased the risk of haemorrhagic stroke.
Out of all the other biomarkers analyzed, significantly poor overall survival was seen in the cases expressing estrogen receptor (P = 0.0316; Table 6, Figure 2(f)).
Full lists of significantly affected gene ontology information are found in Additional file 2. We further analyzed significantly altered (q < 0.01) canonical pathways defined by PML knockdown and TNF α treatment using Kyoto Encyclopedia of Genes and Genomes (KEGG) database.
To illustrate the consistency of the results derived from the rnor5 annotation (aforementioned) and the cross-species annotation, we repeated the pathway analysis and analyzed significantly enriched pathways (P < 0.05) between cell types in question using the cross-species annotation.
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