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Phenotypes are typically annotated stage-by-stage, without jointly learning the salient temporal dependencies across multiple time points, which should allow for an overall higher accuracy; e.g. the annotation terms predicted for earlier stages should inform the prediction at later stages.
Behavioral change theories can inform the prediction of young adults' adoption of a plant-based diet.
Our findings are in marked contrast with projections of land-cover trends that currently inform the prediction of future climate change, terrestrial carbon storage, biomass, biodiversity, and land degradation.
Thus neuroimaging may be one of a number of measures that can inform the prediction of response to specific antipsychotics.
Therefore, it is important to understand what drives the trend of rapid spending growth in the 2000s to inform the prediction of future spending growth following the economic recovery.
The use of a carefully selected suite of covariates to inform the prediction of risk is a departure from the current Malaria Atlas Project approach, with the exception of the use of urban-rural classification [ 2], but consistent with other approaches to modeling malaria distributions [ 5, 6, 15- 17, 35].
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This principle informs the prediction of substrates and the design of antibiotics that cannot be inactivated by these enzymes.
Nomenclature based on sequence similarity has several advantages, informing the prediction of KMT enzyme substrate specificity for its histone lysine residue and providing a global view of KMT types in an organism once its whole genome sequence becomes available.
Due to the EBFS capability for informing the predictions of urban freight movement generation, EBFS data is suitable for use in simulation models applied in urban planning or city logistics policymaking.
The disadvantage of this scheme is that if any special-structure SECIS elements, which has not been discovered so far and included into the known SECIS models, existed in a newly sequenced genome, then no SECIS information can be used to inform the gene prediction algorithms to find the upstream ORFs.
Several methods in both RNA and protein structure prediction use knowledge-based fragment approaches, most notably FARNA and Rosetta (Simons et al., 1997), these methods search for similar fragments at the sequence level to inform the structure prediction.
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