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Interestingly, during the finishing phase the data obtained suggest that flux through this pathway led to greater conversion of EET to dihydroxyeicosatrienoic acids (DHETs), suggesting the presence of soluble epoxide hydrolases and a potential probability of increase in the proportion of mesenchymal stem cell-derived adipocytes.
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Midgut intergenic and nonintergenic transcripts were analyzed with the coding potential assessment tool (CPAT v1.2.1) [ 17] to determine a coding potential probability score.
A composite null hypothesis such as this one is largely intractable because it contains an unwieldy class of potential probability distributions describing gene expression.
The coupling between noise magnitude and the slope of the membrane potential probability distribution causes a sudden increase in probability flow towards higher potentials, pulling more neurons to the spike generation potential.
This 5-year prospective observational cohort study was performed in a primary care setting to investigate the potential probability of reduction in albuminuria, i.e., remission from macroalbuminuria to microalbuminuria and a decrease in albuminuria ≥50%, to explore the factors associated with the reduction and to assess the effect of reduction on renal prognosis.
After a step increase in noise, the initial membrane potential probability distribution widens.
In our simulations, V0 = Vrest to match the peak of the membrane potential probability distribution (in the subthreshold regime) to that of the LIF model.
The temporal firing rate response of an integrate-and-fire model can be predicted based on the characteristics of the membrane potential probability distribution near threshold and the coupling between the probability flow and the input current (for a review see [41]).
Lower panels are the average action potential probability at each pulse of the train for all the data from matGC (black) and 4wpiGC (blue).
As we iterate through potential probability thresholds for classifying instances/patients as progressing or nonprogressing, the greater difference in mean fitted values creates a larger set of thresholds for which there are fewer false negatives and false positives.
Whether we choose to change careers or go snowboarding with friends, we weigh our options based on potential probabilities of good or harm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com