Several projects performed in healthy populations have already shown that imaging has benefits for the determination of disease predictors and can enable the stratification of a healthy population into different risk categories.
The year group in which students were enrolled was included to the model as a time invariant predictor of change to enable the evaluation of the effectiveness of the programme between the intervention group (year 1) and comparator group (year 2).
This method is based on a predictor corrector scheme combined with mesh refinement to enable the simulation of larger number of time steps.
Such work may also identify clinically relevant markers of disease, thereby enabling better predictors of patient outcome, and provide the necessary intellectual framework for the development of PKB-isoform selective inhibitors (for example, antisense oligonucleotides, small chemical inhibitors) as novel therapeutic agents.
As shown in Fig. 2, using GEP data from shipped samples all predictors still enabled the identification of patients with a significantly worse outcome.
The advantage of modelling the relationship between time-varying SRH ratings and mortality is that it enables the modelling of time-varying predictors.
Evolving technologies for fluid-based proteomics, cognitive batteries and functional imaging are enabling the identification of biomarkers as predictors of disease onset, and dynamic markers of disease severity and progression.
In this experiment, when both classifiers in the proposed hybrid predictor were enabled, the outputs of these two classifiers were merged based on a slightly different mechanism described in the following.
A negative CRM may provide an early surrogate test of efficacy and a predictor of local recurrence, enabling the rapid evaluation of the many new treatment regimens currently being investigated (Cunningham et al, 2002).
The core dataset, on the other hand, enables the building of a novel MAP predictor which combines specialized machine learning classifiers and the BLAST homology searching tool.
