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This robustness can be achieved by different approaches using formulations of statistical decision theory which all require many function evaluations throughout the optimisation.
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Contrasting their results with those obtained by Hansen et al. [35], they found discrepancies that can be explained by different approaches used in the satellite image analysis and their definitions of forest.
Contrasting their results with those obtained by Hansen et al. [ 35], they found discrepancies that can be explained by different approaches used in the satellite image analysis and their definitions of forest.
Neuronal damage was characterized by four different approaches using either Hoechst 33342 (nuclear stain), the membrane-impermeable dye propidium iodide (to detect membrane damage), an antibody against the active (cleaved) form of caspase-3 or the TUNEL assay.
What is more important is that blockade of O2- radicals by three different approaches using either a small molecule uncoupler of mitochondrial oxidative phosphorylation (CCCP), overexpression of uncoupling protein-1 (UCP1) or overexpression of Mn-SOD, prevented changes in NF-κB as well as polyol pathway, AGE formation and PKC activity.
The relatively weak overlap can be partially explained by the different approaches used by the annotation method.
This might be explained by the different approaches used in these two studies.
The higher P values for SNPfold may in part be explained by the different approaches used to generate the background distribution in RNAsnp and SNPfold for the P-value calculation.
Many research groups have compared the FDA-cleared CellSearch platform with other CTC detection systems [ 27, 30, 31] and have shown discrepancies, possibly explained by the different approaches used for capturing and analyzing CTC.
However, the significant overlap observed between the differentially expressed genes identified by the different approaches used here, combined with the considerable overlaps in both biological function and upstream regulators identified by pathway analysis of the resultant data, argues against a simple expansion of false positives when lower quality array data is included in the analyses.
This is also reflected by the different approaches used in currently available commercial ACPA tests, in which some assays, like the anti-Sa assay from Euroimmun, include sample-specific control wells with noncitrullinated antigen, whereas most assays, like the anti-CCP2 test, do not.
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