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For MRI, both knees (six AIA, six AIA+NBQX) were imaged (Bruker Biospin Advance 9.4 T (400 mHz) system, transmit-receive quadrature coil, RARE-MRI sequence: TE=1250 ms, TR=24 ms, FA=180°, matrix size=580×280×280, FOV=58×28×28 mm) and 3D datasets manipulated to obtain representative mid-sagittal planes of each knee (Analyze 10.0, Mayo Clinic, Rochester).
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Table 3 Summary of datasets Datasets #Ex.
The same growth has been illustrated in the rest bibliometric studies of entrepreneurship that analysed other bibliographic datasets (Landström et al. 2012; Meyer et al. 2014).
The automated selection and combination of techniques in alternative ways could improve the overall accuracy of the prediction models for specific datasets (Dejaeger et al. 2012; Malhotra 2014).
Datasets I-II were existing data previously reported [28], [29] and datasets III and IV were generated for this study.
We thank Vinod Kumar for providing pathway datasets, David Searls for encouragement, support and comments on the manuscript.
In the case of the MHCBN datasets, Tables 11 15 show the estimated AUC and rank of each classifier on each dataset.
Expression of TMPRSS2 and SLC45A3 follow the same pattern within these datasets (Zhao et al, 2005).
This approach has been validated on multiple experimental datasets (Li et al., 2013).
To identify pathways and associations to other previously described datasets, Gene Set Enrichment Analysis (GSEA) [ 26] was performed.
We use 13 mESC ChIP-seq datasets (Chen et al., 2008), 3 mouse erythrocyte datasets (Cheng et al., 2009; Kassouf et al., 2010; Tallack et al., 2010) and 1 human lymphoblastoid cell line dataset (Ramagopalan et al., 2010).
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