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The network variation of the hub genes and their interactors was calculated using the AvgPCC equation defined in Methods.
We want to explore the network variation underlying different conditions and develop a networkbased method to classify the different clinical heterogeneity.
Finally, the effect of the risk-adjustment on the estimated network rates was comparatively small and it seems unlikely that the observed network variation was owing to inadequate risk-adjustment.
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Simulation results illustrate high capability of the controller in coping with the network variations.
Simulation results indicate that the new method (CDM-AQM) performs very well for network variations both in topology and traffic.
In a network, variations of the end-to-end delay are bounded by the variations of the propagation, processing, and transmission delays.
Closer inspection of predictions reveals that relatively subtle network variations often underlie prediction differences.
Two measurements, rank change (RC) and RC percentile, reflected how strongly network variations affected SSEM-Lasso predictions.
This method has previously been applied by Taylor et al. [ 7] to measure network variations among candidate genes and their interacting genes.
Proteomics data-based systems pathway network analysis revealed four important signal pathway network variations in NFPA pathophysiological processes, including mitochondrial dysfunction, oxidative stress, cell-cycle dysregulation, and MAPK-signaling system abnormality [ 23].
Here we have worked with six different sets of input network variations, by considering different sets of networks generated by AUC, Recall and Precision optimised trainings for each PTM type.
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CEO of Professional Science Editing for Scientists @ prosciediting.com