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As one of the important applications of data mining, association rule mining lends itself to the discovery of useful patterns associated with requirement analysis enacted among customers, marketing folks, and designers.
Conclusions: Lower pre-operative haemoglobin concentration was associated with requirement for vasopressors, as was epidural use and cumulative fluid balance.
Elevated pretreatment interleukin-6 (IL-6) levels (>10 pg/mL) with good symptomatic response to 20 mg prednisone was associated with requirement for >1 year of therapy.
Additionally, we found that a β-GRS, consisting of eleven β-cell function related SNPs, was associated with requirement of insulin therapy and a reduced basal insulin secretion level in Japanese patients with type 2 diabetes.
High admission NGAL was associated with requirement for renal replacement therapy on day 3 (ROC AUC 0.91 (0.895–1.022, P < 0.001)), outperforming both admission Gc globulin and admission creatinine.
For process, we audited documentation of three key symptoms and eight key clinical signs of severe illness that are prioritised nationally, 10 as they are associated with requirement for hospitalisation or referral.
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Risk levels are associated with requirements for risk reduction to achieve tolerable risk.
In the case of the heat equation we use an implicit discretization in time to avoid the stringent time step restrictions associated with requirements for explicit schemes.
The results show that academics display a preference for impact over publications, even when that impact is not associated with requirements of the assessment system in terms of rigour of the underpinning research.
The use of lower tidal volumes is not associated with requirements for higher PEEP or additional Fi O2.
Knowledge about the frequency and risk factors associated with requirements for MV is crucial to improve outcomes.
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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