Sentence examples for validation is imperative from inspiring English sources

To establish confidence in a model, external model validation is imperative.

Because of the heterogeneous translation processes and structures of IFC interfaces according to model views, their validation is imperative to ensure the integrity of BIM data and maintain a consistent data exchange environment.

If administrative data continue to be used for the purposes of HAI surveillance, benchmarking or payment, improvement to existing algorithms and their robust validation is imperative.

If hospitals and policymakers choose to rely on administrative data for HAI surveillance, continued improvements to existing algorithms and their robust validation are imperative.

Appropriate validation of reference gene stability is imperative for accurate data analysis and interpretation.

Nevertheless, since most available data come from retrospective studies, validation in prospective randomized clinical trials is imperative in order to formally confirm the predictive and prognostic value of these biomarkers.

It is imperative that the validation study is designed to confirm the previously established reproducibility and predictive power of the assay.

Because validation is an ongoing process, it is imperative that its use be evaluated by independent groups of caregivers who were not involved in its development, with various ICU patient groups or with a translated version of the scale.

"Because cardiac patients increasingly rely on these monitors to stay within physician-recommended, safe [heart rate] thresholds during rehabilitation and exercise, appropriate validation of these devices in this group is imperative," the authors of the research letter concluded.

Conversely, when validation is planned, a low false positive rate is imperative and the focus of SV detection would be on high precision.

Validation of data registered in the chemical registration system is imperative to ensure the reliability of the content.