We previously used CART analysis to identify combinations of factors that, together, identified subpopulations with low rates of PCP enrolment and presented specific areas of potential intervention [ 8].
Recently, a number of genome scale siRNA screens were conducted that together identified over 1000 different host factors associated with HIV replication, including a number of DNA repair factors [5] [7].
AID provides groups of observations that, taken together, identify the subpopulation of interest.
We have employed several versions of our algorithms and the details are summarized below: In this algorithm [Please see Algorithm ??], we have used the feature selection algorithm to identify some of the best SNPs that can together identify two groups.
First, the therapist and patient together identify sensory stimuli that provoke the intrusive trauma memories and negative affect, and second, they work together to break the link between the innocuous trigger and the memory.
Thus, healthcare professionals need to be given time to create a care partnership with pregnant women and together identify the factors that may influence her weight gain (see Hill et al. for a conceptual model of factors that may influence gestational weight gain [ 36]).
The role of reconstruction is information maximization and bottom-up (BU) noise filtering, whereas top-down control 'paves the way' for context compliant BU information that, together, we identify with attentional filtering.
In addition, two homologous APP-like proteins (APLPs) have also been identified, that together form a small protein family with important physiological functions in perinatal and postnatal development and cell communication [ 13].
Robust gene selection methods were used to identify genes that together best separated pretreatment from post-treatment samples.
With the success of reprogramming to pluripotency achieved through expression of a combination of transcription factors, efforts to identify a master regulator for cardiomyocyte transdifferentiation shifted toward efforts to identify multiple factors that together could activate the cardiac program.
