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The evaluation shows that the models accurately identify regions in the multidimensional parameter space that increase the quality of the process (i.e. high cut quality).
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As reported in The Proceedings of the National Academy of Sciences, their model accurately identified known forests and predicted the existence of more than 9,000 square miles of additional ones.
The model accurately identifies patients at low risk of LNM.
Our model accurately identified 2-way to 6-way drug interactions that increased myopathy risk, with their associated LFDR.
When data from all four genes was used in the 20-infants' set, the artificial neural network model accurately identified outcome in 90% of cases.
However, we observed that, for example, taxonomic sets that do not contain human miRNA hairpins can yield scoring models that accurately identify human miRNA hairpins.
While the EDLIPS model did accurately identify most ALI patients at higher LIPS scores, it is notable that the model has a modest AUC.
A complementary approach could be to target high risk individuals by developing a model to accurately identify these individuals as early as possible without being too broad in risk selection.
What may be possible, however, is a highly focused strategy based on mathematical modeling to accurately identify patients at higher than average risk, applied "just-in-time" to preempt episodes of DLTs such as diarrhea and rash.
The results indicate that the classification model and regression model can, respectively, accurately identify and predict the VIV response for various modes of the investigated bridge.
These models more accurately identified C and T domains in NRPSs with known/manually curated annotations than the generic PFAM models and were thus used to annotate A-T-C domain structures of all candidate fungal NRPSs.
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CEO of Professional Science Editing for Scientists @ prosciediting.com