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Improvements in the application of the AMT technique are proposed to maximize its usefulness.
Improvements in the application of the fundamental chemometric techniques are suggested – the design to collect representative samples, the careful use of clustering techniques, the evaluation of the uncertainty in classification parameters, and the evaluation of the effect of noisy information.
Finally, potential improvements in the application of the PIR-GAS are suggested.
Technical improvements in the application of computed tomography scans (CT), magnetic resonance imaging (MRI) and positron emission scans (PET) have greatly improved our ability to identify tumours.
Although improvements in the application scope and sensitivity of synergy evaluation techniques allow a greater exploitation of drug combination studies, it is unlikely that experimental techniques will be sufficient to completely screen the vast space of drug combinations in a cost-effective and timely manner.
The comparison of our time-homogeneous approach to our time-heterogeneous one was not only meant to show improvements in the application of more realistic models, but also to indicate which incongruities of analyses of rRNA genes may be causally explained by non-stationary processes during the evolution of these genes.
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In the second experiment, we confirmed that rearrangement of the DIND yielded an improvement in the application's performance.
Requiring the device to connect to the internet was strongly disfavored and was deemed tolerable only if this provided some substantial improvement in the application's performance (this supports the findings of the previous local study [63]).
The results from this study suggest that there is significant scope for improvement in the application of data from the UK hip score scheme to selection against hip dysplasia in Labradors.
In summary, there is much room for improvement in the application of NNTs to present results of RCTs, especially where the outcome is time to an event.
Among the evaluation activities, participants reported that the highest degree of improvement in the application frequency of skills was learnt from a CbD evaluation demonstration.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com