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The best performing model utilizing only administrative data (model 8) included the following variables: ≥6 albuterol MDI, ≥3 ipratropium MDI, ≥1 outpatient ICD-9 code, ≥1 inpatient ICD-9 code, and age (model 8, AUC = 0.79, 95% CI 0.78-0.80, Table 2).
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Since the GGIUH model utilizes only geomorphologic parameters of the basin and does not require the flow data, this model can be applied for predicting DRH for ungauged basins.
The expression values must be imported as node attributes and due to the statistical model utilized, only data with at least two replicates per condition can be processed.
When LASSO regression was cross-validated (CV) and the optimal model was fitted using penalization parameter within a single standard error of minimal CV error (Supplementary Fig. S2a), the multivariate regression model proposed utilizing only the estimated PSA nadir and PSADT as variables for BCR prediction.
To create spatial prediction models we used a model that utilized only information that came from the biotic interaction network.
Using this convenient approach, we developed a novel mathematical modeling a mathematical modeling pipeline and implementation utilizing only PSADT and PSA nadir for predicting BCR mainly based on u-PSA measurements in early follow-up of PSA response.
When incorporating subjectively-derived HIFs into the QoE model, gains of up to 26.3 % could be found relative to utilizing only technological factors.
Proponents of the online model also note that the MOOC facilitators have begun moving away from utilizing only video lectures, and toward a more interactive design that incorporates frequent quizzes and more personalized online support.
Instead of utilizing only the additively encoded genotypes, our local SEM models work directly work with the expected haplotype contributions from each of founder strains.
Purely algorithm-based utilizing only data from other iLike members.
This strategy improved discrimination ability significantly compared to a model utilizing FIT results only [ 27].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com