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We use the training data sets to build the models and validate the selected models using the validation data sets.
The main focus of the current work is to present an implementation of a well-defined and efficient modeling procedure capable of building robust and reliable models and validate them both internally and externally.
The unstructured big-size environmental data sources and their anomalies existing in nature are taken advantage of, to describe various constructs, compute models and validate them by DSR guidelines.
Because simulation modeling is considered as an integral part of the design and economic evaluation of LER systems, it is essential to calibrate the developed models and validate the performance predictions by means of comparison with data from experimental measurements.
The following four strategies must be employed by the skeptical researcher to reject incorrect models and validate the low-energy predictions.
A clear consensual definition is needed if we are to describe and understand the epidemiology of ARF, randomize patients in controlled trials, test therapies in similar groups of patients, develop animal models and validate diagnostic tests.
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The obtained solution is very close to optimal results based on the FEM models and validated by experimental tests.
We developed the models and validated them in European patients to ensure generalisability.
By RT-PCR-seq, we analyzed the IGYP gene models and validated their expressions as active genes during infection.
In summary, miRs that contribute and correlate with normal tissue radiation toxicity development remain to be better characterised in preclinical models and validated in human subjects.
Prohormone cleavage sites were predicted using several complementary cleavage prediction models and validated against known cleavage sites in cattle and other species.
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