In the present study, we leverage inference in stochastic neural networks to learn emergent grouping cues directly from natural soundscapes including speech, music and sounds in nature.
In the present study, we leveraged a combination of resources - a NIL pair that differed substantially in seed protein [ 32], transcript profiling by Affymetrix® Soy GeneChip microarray, Illumina® high-throughput transcriptome sequencing platforms, and the newly available soybean genome sequence--to assess genomic and genetic contributions to seed protein traits in soybean.
The objective of the present study was to assess the feasibility of leveraging the EMR to conduct a GWAS of quantitative traits, using RBC traits as an example.
Moreover, to detect the outlier and/or suspected data point (s) available in the dataset, a reliable approach (Leverage strategy) is implemented in the present study.
Having originally applied the default analysis pipeline provided by the microarray vendor, in the present study we investigate more complex alternative computational approaches by leveraging recent quantitative benchmarking results and advances in the field of ChIP-chip data analysis.
The Williams plot [the plot of standardized residuals versus leverage values (h)] is used in the present study to visualize the AD of the QSAR model.
In the present study, each tracking/privacy and incentive condition appeared to trigger a different set of leverages, so that unique subpopulations selectively participated in each of the study's arms.
In the present study, we demonstrate that a biorepository matched to the EMR can be leveraged to conduct a GWAS of RBC traits.
In the present study, over 1,000 outpatients with mental disorders were queried about their experiences with CJ leverages, as well as their clinical and treatment histories.
In the present study, we investigated the potential regulatory role of first introns in human genes by leveraging the recent explosion in epigenomic data by the ENCODE project.
