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Figure 5 shows a set of example predictions of various degrees of difficulty corresponding to BioCreative III submissions.
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For example, model predictions of the incidence of cardiovascular events were compared with observed event rates from clinical trials (not used in the construction of the model).
In maize, for example, prediction of productive hybrid combinations and assignment of lines to heterotic groups has been based on the hypothesis that heterosis of hybrids increases monotonically with increasing genetic distance of the parents [13] [15].
Imaging of cardiac anatomy, dimensions and function has some limitations concerning, for example, prediction of therapy outcome.
For example, prediction of return-to-work, but not until 24 months, might be of no use concerning a patient close to old-age pension.
Using straightforward computational methods for prediction of regulatory elements also presents issues; for example, prediction of transcription factor binding sites is usually accomplished by scanning a sequence of interest for matches to position-specific scoring matrices (PSSMs).
The choice of which biomarker is measured will depend on the clinical problem that is being addressed or posted; research questions for example, prediction of steroid responsiveness may be provided by increased sputum eosinophils and FENO.
Studies have shown that tumour growth rate is a valuable parameter for, for example, prediction of recurrence after surgery (Cucchetti et al, 2005) and survival of patients (Blankenberg et al, 1995), and the change in tumour growth rate can serve as a surrogate end point for determination of therapy response (Haney et al, 2001).
Wear trials are necessary for evaluation of products but also for validation of, for example, prediction models of human responses.
For example, prediction accuracy of the metabolic designs is limited by the accuracy of the underlying models.
Over a period of four weeks, for example, the predictions of the PMV have a root mean squared error less than 0.04 with a coefficient of determination larger than 0.96.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com