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As well as giving improved Z′ values for TNFα as a high control, MVA-NAO was able to identify toxicity induced by TG and BFA known activators of cell death at concentrations much lower than was detected by other image-based apoptosis assays (Fig. 2 ).

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Bagged decision trees classifier was used because it is less sensitive to noise as compared to standard decision tree, giving improved accuracy and stability.

Several groups have treated a number of water molecules as part of the receptor, often giving improved results [24,26,27,55], although the performance may depend on the number of explicit water molecules [56].

The study found that increase in compaction load as well as forming temperature give improved microstructure and mechanical properties.

Including Number of days collared as an offset variable gave improved models for the responses MCP size and 95%KHR size (see supporting information for details of the model diagnostics).

Although effect estimates based on LUR models did have somewhat smaller CIs than those based on monitoring network data, they did not indicate increased estimates of effect, as one might expect given improved spatial resolution of the LUR models and the potential for reduced exposure misclassification.

Further, the former give improved performance as compared to the latter with the level of improvement depending upon the number of users for which the network is to be designed.

All higher-order LB methods considered here give improved results as compared with the standard LB method.

It is seen that for multiple users, CDM-OFDM-FSO link with transmit and receive diversity gives improved performance as compared to OFDM-FSO link.

Some observed trends were expected: all summary methods gave improved accuracy as the sequence length in each gene increased from 500 to 1000 bp; using true gene trees gave the best results (Fig. 2a); species tree error rates generally reduced as the number of genes increased (Fig. 2b); and species tree error rates increased as ILS levels increased (Fig. 2c).

In this paper, based on the framework of residual-based variational multiscale (RBVMS) methods, we design a new numerical formulation for incompressible stratified flows that introduces coupling between the velocity fine scales and densityequation residual, and gives improved numerical performance as evidenced by the results of two challenging turbulent-flow simulations.

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