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Incorporation of such markers into a biomarker panel may improve diagnostic specificity.
We next asked whether combining both transcripts and markers into a single prediction algorithm would improve our ability to predict SMP response.
In addition to independent analyses of each marker, a mitochondrial (12S+16S+COIII) and a nuclear (18S+28S) data set, we combined all five markers into a simultaneous analysis of mitochondrial and nuclear sequences.
However, combining both transcripts and markers into a single set of features rarely performs better than taking the best of marker-only or transcript-only prediction accuracy, possibly due to the added noise of too large a set of features.
In addition, we tested whether combining two markers into a single barcode to discriminate species did increased the performance of the tested markers, and found that this did not greatly improve the overall performance in comparison with single markers (Table S4).
Incorporating all 127 markers into a single model, Chen et al. (2010) only analyzed one of these traits.
Similar(23)
ALI was developed using these markers into an easy to calculate unified index called advanced lung cancer inflammation index.
There are a variety of tools to improve the clinical usefulness of PSA by incorporating it with other markers into an algorithm.
Of the 95,062 marker loci on the array, it has thus far been possible to incorporate 6,594 markers from the filtered and most amenable marker class of 12,609 PHR markers into an octoploid linkage map based upon the cross 'Holiday' × 'Korona'Korona
Along with the previously described HIS4 gene, each gene was incorporated as the yeast selectable marker into a set of shuttle vectors designed to express foreign genes in P. pastoris.
Firstly, we may ask what we gain from introducing a marker into a study.
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