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Meanwhile, the paired gene expression data under matched case-control design (MCCD) is becoming increasingly popular, which has often been used in multi-omics integration studies and may increase feature selection efficiency by offsetting similar distributions of confounding features.
Unrelated and confounding features were then pruned from the preliminary models to produce the final models.
Also, training two separate models eliminates the possibility of outcome measures acting as confounding features within the same BBN.
However, the IGT contains some redundant procedures, confounding features, and problems in interpretation.
Furthermore, previous analysis identified several confounding features, such as confusing locus definitions and the addition of a CDS to almost all transcripts [ 14].
Consequently, recently developed methods for comprehensively capturing the diverse ways in which homologous recombination deficiencies may arise beyond BRCA1/2 mutation have used DNA microarray and sequencing data to account for potentially confounding features in the genome.
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The Post-Graduate Year 2 (Pgroupgroup had an additional, possibly confounding feature, containing a large number of family medicine residents, who would be at the end of their training, instead of half way through their training like the remainder of the group.
An important confounding feature of our study is the heterogeneous and multivalent chemotherapy used in the assessed cohorts.
An additional confounding feature of the Infinium arrays is that some probes potentially map to multiple locations in the genome [ 10].
Heterogeneity was investigated by looking at factors that could influence the quality of the studies and that could be responsible for heterogeneity, such as the study design, adjustment for confounding factors, features of the population, and publication year.
Confounding factors feature in discussions considering the relationship between rural medical education and rural practice location most notably the effect of rural background.
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