The proposed model extends latent Dirichlet allocation with an additional layer for diagnosis modeling.
The antifungal activity of lectins have been related to interfere with spore germination, probably very initial stage of process extending the latent period that precedes germination [ 40].
This social model is used as an input to our epidemic model; this is a SIR-type (Susceptible-Infectious-Recovered) model [ 2] extended with latent, asymptomatic, and dead states [ 3], as well as a hospitalized state.
The widespread deployment of seedling genes conferring complete resistance has universally resulted in the emergence of new virulent P. coronata races [ 3]. Adult plant partial resistance does not completely prevent sporulation of the fungus, but reduces pustule size, spore production, and extends the latent period [ 5].
To solve this problem, we proposed two discriminative models that extend LR with latent variables.
In this section, we will extend the basic HIV latent infection model with logistic growth for healthy CD4+ T-cells and drug therapy.
The methodology used to consider gamma-distributed infectious periods can be straightforwardly extended to include latent and prodromal stages of infection.
Previous methodology can be extended to a latent class analysis to examine the population for structural differences with regard to the change of cognitive function over time.
The emergence of a combined PTSD/PGD class in this sample extends on previous latent class investigations that have documented pervasive disturbance classes in civilian and military populations across PTSD symptoms [ 13, 25].
As a final model (Additional file 1: Model 5), we extended the joint latent PFAS exposure reflect both sets of serum concentrations at 5 and 7 years, the latter entering the measurement model for the latent PFAS exposure with equations similar to equations 5 7, thus leading to a total of six equations (see full details in Additional file 1, p. 12).
