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Novel, harmonized data analysis and meta-analysis protocols were vital to the success of this project.
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Figure 2: Time coverage of the record of harmonized data.
Challenges in development and implementation of the harmonized data quality framework and tools will be discussed.
First to harmonize data among regions to one harmonized data structure and then open the data in an open format (see e.g. Janečka et al. [8]).
However, the dataset is suitable for studying other research questions using high quality harmonized data.
It has been mentioned that a lack of harmonized data may make comparisons difficult.
It would act as a clearing house for harmonized data use in reference scenario modelling.
Before associating expression and phenotype data, we downloaded and harmonized data sets from several different data repositories.
First, an internationally harmonized data exchange format for information related to food safety modelling would be of enormous value.
However, a critical issue in conducting pooled analysis across studies is to harmonize data.
The partners sought to establish a network of sentinel microbiological laboratories with the capabilities to identify Salmonella; harmonize data collection methodologies and built a common platform for communication, data sharing, and analysis; and strengthen reference laboratory capabilities to characterize Salmonella phenotypes (i.e., serotypes) and genotypic markers.
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