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For the islet volume distribution criterion, we compared re-sampled distributions from the sick and healthy datasets.
The classification accuracy of a given subnetwork or the overall rate of correct predictions of the patient and healthy datasets was estimated by 10-fold cross-validation with two different classifiers (J48 and RBF network classifiers implemented in WEKA [ 50]).
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In each healthy dataset, Tractotron software allowed us to register lesions as seedpoints to track streamlines passing through the damaged regions (http://www.brainconnectivitybehaviour.eu).
Two Caucasian healthy control datasets (A1, 485 controls; and A2, 735 controls) and 111 New Zealand Māori controls were included in this study.
Then pICA-R was applied to a 300-participant (140 schizophrenia (SZ) patients versus 160 healthy controls) dataset consisting of structural magnetic resonance imaging (sMRI) and single nucleotide polymorphism (SNP) data.
About 20% indels observed in our samples matched with those reported in HmtDB within healthy samples dataset and nearly 8% were annotated in patient genomes (Table 2).
To eliminate the possibility that using MP was the reason for the non-correlation and disagreement, we tested the three different extraction methods (PAXM, MP and MM) for both miRNAs in a randomly selected cohort of five healthy volunteers (Dataset d).
Considering the restrictions referred to previously, the analysis is based on a limited number of samples: five murine fecal 16S rDNA studies (Nagy-Szakal et al., 2012; Riboulet-Bisson et al., 2012; Ubeda et al., 2013; Ward et al., 2012; Zenewicz et al., 2013) and four public 16S rDNA healthy adult human datasets (Human Microbiome Project Consortium, 2012; Yatsunenko et al., 2012).
For example, the levels of interference in healthy cells of dataset 3 are expected to be higher than in the other two datasets.
RCR was performed using Gene Expression Omnibus (GEO) COPD and emphysema data sets from lung, small airway, and alveolar macrophages of early COPD patients and healthy smokers (see Dataset).
Diabetes Care 2013 36: 480–489 In the print version of the article listed above, there are two typographical errors in Table 1, where IR measure should have read as "Minimal model" for the depressed and healthy control subjects dataset in Chiba et al., 2000 and as "HOMA-IR" for the Timonen et al., 2007 study.
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