In this arena, the harmonization of annotation information offered by CycADS offers a valuable key for data management.
By following the general trend in the bioscience community for the standardization of reporting, MIABi will be registered with the MIBBI Project [ 8], so as to promote and coordinate the development, management and harmonization of Minimum Information (MI) specifications from across the biological and biomedical sciences.
Because of the different study methods, harmonization of data was a challenge, and information on some potential confounders, such as tubal ligation, was not collected in all studies and therefore not included in analyses.
AN was the project manager of the overall study, providing study coordination and data acquisition for all combined information, harmonization of all data elements, as well as providing substantive comments to the drafts of the paper as well as final approval.
Greater harmonization of data protection rules is certainly an impetus for updating the EU's legal framework around privacy.
Harmonization of data collection and archiving methods and tools ensures validation of scientific quality.
The current process of manual harmonization of data sometime leaves out existing data.
While implementation of electronic health record (EHR) systems is rapidly occurring, the harmonization of multiple data systems and the identification of crucial information (e.g., date of diagnosis and type of diabetes) remain difficult (54).
Therefore, this use case is focused on harmonization of geo data related to transport.
As a collaborative and multidisciplinary platform, NORMAN fosters the exchange of information, validation, and harmonization work and helps the achievement of consensus within the wider international community on the implementation of the research results into policy.
