Sentence examples for datasets were validated and from inspiring English sources
In most cases, large sets of microarray data were compiled for a specific or for a subset of conditions, and stable genes identified within these datasets were validated and recommended for future use.
The 60-gene profiles obtained from the training datasets were validated by all and ER-positive patients in Veridex dataset.
The results of the gene expression profiling of both Cln1-/ and Cln5-/ datasets were validated by quantitative real-time PCR analysis of selected genes (data not shown).
The 60-gene profiles obtained from Rosetta and the combined datasets were validated by an independent dataset generated by Wang et al at Veridex, LLC [ 25].
In addition, the precipitation end products inferred from all of these datasets were validated through micro-CT imaging that provided direct evidences of physical changes, including precipitate distribution and geometry.
In the comparison, the DLBCL and Carcinoma datasets are validated using leave-one-out validation; and the remaining datasets are validated using three-fold cross validation.
Finally, the capacity of approach in handling groups of missing features and unbalanced datasets is validated on many artificial datasets and on two real datasets and it is compared with some similar approaches.
A quota of variability derived by different annotation and global gene number of the independent dataset affected the comparison at the gene level, and 53% of gene and 82% of miRNA clusters, identified in the independent dataset were validated both in Chinese and Caucasian Italian datasets (Table S5 and Fig. S2A and B).
All variables used in the final dataset were validated as being defined and collected similarly in both countries and patients less than 20 years old were excluded.
However, only a tiny portion of drug-targets in current datasets are validated interactions.
Methylation patterns interrogated by MassARRAY in the UNC dataset were validated in matched CGs in tumor and normal breast tissues obtained from TCGA using the Illumina Infinium platform.
