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Gene expression data and experimental validation point to ER stress as the major intracellular homeostatic response in surviving cells.
It is also expected that over time data quality will improve because of better data validation at the point of collection and better cross-validation with other data sources.
Procedures for data validation and cut-off points (in counts/min) to determine the time spent in sedentary, light, moderate, and vigorous activities were based on a previous publication [ 53].
In the model implementation, we mixed all the training data points and validation points.
This 69 y-old male subject had received an investigational treatment for diabetes during the study; however, this protocol violation remained unreported until data validation for the month 6 time point, resulting in the inclusion of this subject in the ATP cohort for the day 21 analyses.
It does low level and flexible data validation, including validation of patient data.
That said, he pointed to the Transportation Department's infrastructure for data validation and the importance of allowing agencies to innovate within broad requirements.
See Data Validation for more information.
RNA-seq expression data validation by quantitative RT PCR.
"It's an eye-opener," says Soko. "Data validation, missing reports... everything is at my fingertips.
Interviews have found that managers value data validation and quality over use.
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