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This method allows a better generalization of our classification algorithms to other clinical centers and ensures that only disorder-specific changes are used for SVM based discrimination.
* Fold changes are used for expression quantization; plus and minus indicate down- and up-regulations.
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Furthermore, normalized cross correlation (NCC), being robust with intensity offsets and contrast changes, is used for stereo matching of the coded images to generate the reconstruction results using a linear equation method.
At least 11 step changes were used for all T2 and T1ρ measurements, and at least 21 step changes for all T1 measurements.
Therefore, the variance rather than the mean of allele frequency changes was used for analysis.
Placentas with hydropic changes were used for a second comparison group (HA).
The 39 proteins identified in the R group, as shown in Table 2, were included in the pathway analysis (proteins with ≥ 1.2 fold ratio changes were used for network generation).
For the time/frequency bin of interest (which was in the upper beta-band for the present study), 6 pairs of channels located along an anterior-posterior line capturing the maximum spectral power changes were used for more detailed topographical analyses (see also Fig. 3 & 4).
When this was tested by a subsequent study, it was observed that autologous cell lines segregated separately from heterologous ones whether copy number changes were used for re-clustering or whether the expression of resident or non-resident genes was considered for re-clustering.
four textures, read-only not changed, are used for matched landmark parameters.
Therefore, twelve textures are used for a Gaussian construction distributed as follows: four textures, read-only not changed, are used for matched landmark parameters (u,v,x 0,y 0,θ,φ,φ,C t ).
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