Feature selection have been an intense field of study in the recent years, gaining importance in parallel with the dimensionality reduction methods.
One of the great promises of molecular imaging research, i.e. molecular-genetic imaging, will gain clinical use in parallel with the acceptance of gene therapy, which has proved challenging, and as more sensitive, biocompatible reporter-probe combinations are discovered.
Several orders of magnitude gains in convergence and parallel scaling for the canonical problems, and a factor of 5 reduction for the multiphysics problem are achieved using the MG LBM.
Functional Independence Measure efficiency gains in stroke rehabilitation parallel the improvements we report in delirium recovery, but these gains are likely to be more stable for periods of 1 week than cognitive scores in recovering delirium.
Remarkably, in two genes concomitant appearance of non-canonical introns is observed, suggesting that intron gains may even happen in parallel or in a rapidly consecutive manner.
In spin-polarized state, fine spin filtering effect is gained in anti-parallel configuration of 5-6, 6, 12-ZGYNR system.
Gene subsets were identified that correlated hyper (and hypo) methylation with the loss (or gain) of gene expression and in parallel, with gene dosage losses and gains, respectively.
There are almost no parallel gains in closely related lineages, whereas for distant lineages, such as animals and plants, parallel gains could contribute up to 20% of the shared intron positions.
There are, practically, no parallel gains in closely related lineages, whereas for distant lineages, such as animals and plants, parallel gains appear to contribute up to 20% of the shared intron positions.
However, the distribution of parallel gains over the phylogenetic tree of eukaryotes is highly non-uniform such that there are, practically, no parallel gains in closely related lineages, whereas for distant lineages, such as animals and plants, parallel gains might have contributed up to 20% of the shared intron positions.
