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Evaluating the effects of multiple heterogeneities on predictions may help in quantifying prediction uncertaintie.
The model predictions may help engineers or operators to have a better insight into biofilm dynamics in order to optimize process design or practical operation.
Hence, these results suggest that the integration of data from genome-wide cDNA screens and computational target predictions may help in identifying functional miRNA targets.
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Additional and possibly multiple prognostic predictors may help improve the prediction models by helping better discriminating the patients with different possible disease outcomes [ 4].
Future runs of DREAM will encourage simultaneous submissions of networks and predictions, which may help us close-in on the macro-level goal of DREAM, to learn new biology from the aggregate predictions of the systems biology modeling community.
It is of note that several predicted PP proteins in this work e.g. FlaB1 periplasmic flagellin (LA2017/LIC11890) have previously been identified as possible PP contaminants in experimental studies of OMV proteins [ 13, 20]; hence our prediction method may help in correct interpretation of future experimental verification studies, thus leading to better predictions in uncharacterized genomes.
A narrower QCS cannot be obtained when the quantization step sizes of Copies 1 and 2 are too large compared with that of Copy 3.The relative position of each QCS that is partly determined by the prediction value may help to reduce the size of the narrow QCS.
Since MRI is an expensive diagnostic tool, good prediction rules may help to select those children who need to undergo an MRI screening.
Therefore, the use of accurate ICU days prediction rules may help improve the efficiency of helicopter transport, considering cost effectiveness as well as the treatment of patients in critical condition.
14 33 Anti-TNF therapy is recommended for patients who have sustained elevated disease activity despite conventional therapy and should be prescribed based on expert opinion. 2 Our prediction model may help guide that expert opinion.
Clinical signs related to CWS have been shown to be distinct from those of other more severe diagnoses [ 1], suggesting thata clinical prediction rule may help to identify patients with CWS.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com