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However, few model components as operationalized in this study were predictive of the use of hormone therapy.
Yet, presence of a mental condition was predictive of the use of complementary service in a similar multivariate model [ 36].
Different studies had similar conclusions that perceptions such as perceived efficacy and perceived susceptibility were predictive of the use of preventive measures and emotional responses (20, 21, 35).
Within this subgroup, we derived a new propensity score predictive of the use of albumin with the same defining variables that we used for the entire cohort.
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The performance and predictive optimization of the use of polarized lighting in this situation is investigated according to female and male viewer height demographics.
While we consider these findings to be robust for this group of patients with moderate-to-very-severe COPD and a history of exacerbations, further studies in patients with milder disease are needed before the predictive capacity of the use of SABA as a reliever can be generalized to all symptomatic patients with COPD.
For example, DNA methylation of MGMT is considered as both a prognostic marker for patients with glioblastomas as well as a predictive marker for benefit of the use of the DNA alkylating agent, temozolomide, in the management of this disease [ 2].
As indicated by the relatively low negative predictive value, the use of septicaemia codes underestimates the burden of sepsis, probably due to the occurrence of sepsis in patients without recognised blood-borne infections.
A demonstration of the use of predictive analytics within the sociotechnical system is provided using data from Syracuse, New York.
Such a study should also assess the impact of the use of predictive models on the ability to deliver key trial end points, that is to evaluate cumulative toxicities, gain an initial indication of anti-tumour activity and describe drug pharmacokinetics.
This paper investigates the on-line design of nonlinear model predictive control by the use of Kriging as a surrogate model for optimization.
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