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Better predictions could help experts improve how they prevent and respond to disease outbreaks. .
Given the significant identity information coded in the human face these predictions could help investigations out of an impasse.
Specifically, we asked whether computational predictions could help in updating genes to which curators were previously unable to assign a literature-based GO annotation.
This suggests that considering secondary structure predictions could help identify SDPs, but unlike amino acid distribution, might not help distinguish between SDPs and catalytic sites.
Such a strong bias toward the inactive class complicates the training of models, although usage of ensemble methods that repeatedly sample the data, either over- or under-sampling, to converge on stable predictions could help overcome this imbalance.
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The result of prediction could help define the character of docking site and the efficacy of drug interaction.
We suggested that the application of our fast and accurate chemical shift prediction algorithms could help in many cases without the need for quantum-mechanical calculations or even in their place.
Now, instead of trying to make sense of a black-box model for breast cancer prediction, which could help millions of patients across the globe, machine intelligence could provide a model that's entirely transparent about why it's generating that prediction.
The results indicate that natural attenuation processes have a measurable impact on baseflow river chemistry at surface water body scale, and that consideration of natural attenuation processes at the groundwater surface water interface would improve regional and catchment-scale risk prediction, and could help in the design of more sustainable catchment management strategies.
The objective of this retrospective study was to examine if the HIV-TRePS online treatment prediction tool could help reduce treatment failure and drug costs in such settings.
Furthermore, much needed methods such as prognostic prediction rules could help clinicians to triage those at higher risk for poor recovery into early treatment programs, if such programs can be shown to be effective.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com