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A system to monitor, recompute and distribute those constants to online processes has been integrated in the data acquisition and trigger systems.
Furthermore, it is also recommended that the rational checks module be integrated in the data collection process for rapid detection of systematic errors.
For instance, in many software packages, such as Cluster [ 29] and the PLS toolbox [ 22], data pretreatment is integrated in the data analysis program and can be easily turned on or off.
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Using a validation plan integrated in the data-entry software, data were checked for missing or contradictory entries and values out of the normal range.
The surveillance system has already established baseline frequency expectations and case ascertainment, which makes the verification of any unusual aggregation of cases relatively straightforward, a process which we also integrate in the data quality strategy [ 11].
A systematic data identifier system was therefore developed for compounds, reaction data and cross-references; and all were tightly integrated in the conceptual data layer.
In future work, we plan to follow-up with MEDLINE curators to systematically supply them with recommendations and evidence statements integrated in the NLM data creation and maintenance system used to update and maintain the MEDLINE database.
Many of the data in the warehouse originate from databases already owned by the Ministry of Food, Agriculture and Fisheries, but new data will also be integrated in the warehouse, especially data related to welfare.
A luminous efficacy model was integrated in the analysis of data.
HADS scores and diagnosis were also integrated in the regression models (data not shown) but did not add any relevant effect.
To overcome these limitations and generate a systematic and truly comparable measurement of Belgians' health, DALYs should be integrated in the different official data collection systems.
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