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METHODS:We selected 32 mother and child dyads from an existing cohort.
METHODS:We selected TF genes within 1 Mb of the top signal at the 12 genome-wide significant risk loci.
METHODS:We selected 37 small-effect traits consistently measured in the 9th (performed in 1964) and 14th (1974) Framingham Heart and 5th (1991-1995) Offspring Study exams to construct indices of cumulative deficits (DIs).
Based on the miRNA selection criteria (see "Materials and Methods"), we selected 7 highly differentially expressed miRNAs from these 68 down-regulated miRNAs.
SUBJECTS AND METHODS: We selected 38 patients with normal MR imaging findings from 332 patients undergoing clinical MR imaging.
To illustrate these methods, we selected the data from a randomized study published in 2009 [10] that was based on two groups of 25 patients (Additional file 2).
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To compare different methods, we select 3 LDR images out of the 17 images, with exposure times 1/800, 1/200, 1/25 s.
In order to test the performance of multiple data integration of our methods, we select those genes that appears at least four times in the five networks.
To make comparison between our method and these two cost-sensitive methods, we select the cost settings with which both cost-sensitive methods have the best F-measure values.
To evaluate the sensitivity and the precision of our digital PCR methods, we select three of the selected miRNAs showing different levels of expression (i.e. mir-16-5p mir-486-5p and mir-660-5p) analyzedyzed their expression in plasma samples.
For each training method, we selected the hyperparameters having the best performance on the hold-out set.
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