The results across multiple public datasets show that the proposed framework outperforms state-of-the-art approaches, e.g., with at least 11% improvement in precision and recall on a 15-h public dataset with six ego-centric activities.
The schizophrenia-dependent right insula differences also align closely with our previous analysis of multiple published datasets showing that that both predisposition to schizophrenia and progression of schizophrenia involves smaller right insula volumes [22].
Of these potential gene candidates, tudor domain containing 3 (Tdrd3) at 88.9 Mb on chromosome 14 had a cis-eQTL across multiple datasets and showed a very strong correlation (Pearson r = −0.79 in prefrontal cortex dataset) with plasma DOC levels across BXD strains (Figure S2).
However, if all but one among multiple (i.e., six) datasets showed a considerable overlap, we could conclude that the inconsistent study should be excluded.
Moreover, true synergy of the meta-analysis on multiple datasets wasn't shown.
Lord Lawson has just said that the UAH and RSS datasets show significantly less warming than GISS and HadCRUT datasets.
Overall, though, both datasets show clear agreement in the overall warming trend.
This is supported by the fact that this topology is only evident when multiple datasets (which, if taken individually, often show an apparent negative correlation) are combined.
52– 60 Despite their reported low level of concordance across the different datasets, Hecker et al 13 showed that by integrating multiple datasets, they could reconstruct a majority of the links between the seed network genes simply on the basis of observed correlations between genes in multiple (at least 2 out of 5) gene expression datasets (recreated using BioNetwork Bench, Table 1).
Selection is made of the gene pairs that show high correlations in multiple datasets, and the selected form doublets.
