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Her company calls the process "data quality management".
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We aimed at automating the process of data quality evaluation instead of manual processing.
With the help of Verification and Validation Teams they gather evidence of process conformance and product conformance, and record process data for quality audits and perform process improvements.
Hashemi et al. [31] have assessed the logical consistency; Ballatore et al. [6], the conceptual quality; and Vandecasteele et al. [32] and Mooney et al. [13] have discussed the influence of the tagging process on data quality.
This preparatory process improved data quality, minimized ambiguity, and enhanced logical coherence of results.
Data are subjected to several checks of reliability and validity and processed into data quality reports.
Automation of screening of 2D crystallization trials as well as the data acquisition step [ 35, 42– 47], recent introduction of direct electron detectors [ 88], and continuous development in image processing programs have both speeded up the whole process and improved data quality.
Assuring measurement quality is not possible without establishing a formal process for checking data quality.
Like any other analytical approach, this process depends on data quality and completeness.
Third, despite using a systematic procedure, the subjective nature of the screening process, data extraction and quality assessment may have influenced the findings [ 48].
We have applied a stringent filtering process based on data quality and a probabilistic argument in order to decrease the frequency of artifactual mismatches.
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