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It was also found that validation of studies against actual operations was not typically completed or was limited to comparisons with a base model.
The use of Big Data provides advantages to Health Informatics by allowing for more tests cases or more features for research, leading to both quicker validation of studies and the ability to accrue enough instances for training when only a small fraction of instances exist within the positive class.
The presentation for providers included information on SNP testing and validation of studies.
Since population characteristics are specific, the results of validation of studies on self-reported traffic exposure can not be generalized.
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Key limitations of the study include small sample size, possible reporter bias, preliminary local validation of study instruments, and an indirect estimate of mortality reduction.
Their participation contributed to effective engagement of our study population and to validation of study observations.
The results of this study provide direction for further research in this area, including validation of study findings.
Results were compared and linkages made between these various data sources allowing for confirmation, corroboration, and validation of study results through a triangulation process.
Before sample analysis, a cross-validation of study samples previously analyzed by Frontage Laboratories was performed.
Identified systematic reviews were used for cross validation of identified studies.
Validation of these studies requires large collaborative efforts.
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