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These include uptake of formalized experimental descriptions and data standardization, database interoperability, database visibility outside the context of the local initiative and database financial sustainability.
The resulting deluge of data has led to the deployment of numerous online resources and the concomitant need for formalized experimental descriptions, data standardization, database interoperability and integration, a need that has yet to be met.
Between 1995 and 2007, the MSHP and its partners implemented efforts to improve the SIG, assigning priority to data quality, indicator harmonization, and standardization; database harmonization; and the production of SIG reporting tools.
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The WMS-III has one of the largest and most representative standardization databases to assess memory and make optimal clinical recommendations.
A standard database created in 2007 by the JSNM Working Group for Standardization based on myocardial SPECT studies was used [ 17].
A lack of structure can complicate searching and standardization of the database contents.
This clearly indicates the need for standardization of the database entries for automation and to prevent loss of information.
Gene nomenclature standardization[ 1], database efforts [ 2- 4], and phenotype ontology projects[ 5] in both human and mouse over the past decade have provided the foundation for integration of information on genetic contributions to disease and phenotypes.
For most databases, standardization has little effect on ambiguity (median change for each setting less than 0.5 percentage point).
Overall, there is a lack of standardization among different databases because each field uses its own agreements (Benfenati et al. 2010 ; Sansone et al. 2012 ).
Challenges to the integration of glycomics include a lack of integration of glycan data into mainstream databases, a lack of standardization across existing glycomic databases, and a lack of clarity regarding different levels of glycan "structure" in published literature.
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