Sentence examples for validation to ensure from inspiring English sources

The CMP uses rigorous methods of data collection and validation to ensure data are complete, valid and reliable, and the CMPD meets the criteria of a high-quality clinical database.

REDD funding should use instruments such as certification and validation to ensure appropriate benefit sharing for indigenous peoples and local communities.

Finally, we emphasize the importance of data collection and model validation to ensure, amongst others, compliance to regulatory guidelines.

1012 for Software Verification and Validation, to ensure that a software system meets the operational needs of the user.

Blank matrices along with reagent blank were run during validation to ensure minimal risk of interferences, guarantee specificity of the method and to check for potential solvent contamination.

Provinces or districts that work together to care for CLL patients can effectively pool data with appropriate laboratory validation to ensure standardization of results.

The smoothness of the spline is chosen by leave-one-out cross-validation, to ensure that it optimally predicts single-SNP values.

We used a linear regression model for cross-validation, to ensure unbiased measures of goodness-of-fit and prediction intervals for WB.

Consistent with our previous work, we trained and applied PhyloCSF on this dataset using 4-fold cross-validation to ensure that any observed performance differences are not due to overfitting.

Finally, although we used leave-one-out cross-validation to ensure that the classification algorithm was tested in different subjects from the ones on which it was developed, a complete assessment of the clinical utility of the diagnostic algorithm should include testing in a fully independent set of patients, recruited in a different clinical setting.

Finally, one critical issue highlighted by the MAQC project [ 9] is regarding proper validation procedure to ensure the independence of the validation set, such as modification of an originally designed algorithm after being validated on the validation set.