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For compartmentalisation, data from multiple databases (TAIR for homologies67, SUBA for localisations68) and recent studies69,70 in M. truncatula where used for initial localisation.
These challenges were: difficulties in extracting data from multiple databases, maintaining data quality, ethical and privacy issues, and lack of professional development opportunities.
Bottles, Begoli, and Worley (2014) for example stated that collecting and aggregating data from multiple databases to perform useful analytics is a challenging undertaking.
The architecture supports a virtual and centralized database to aggregate data from multiple databases.
CPBD collects pathway data from multiple databases, which results in a large degree of pathway duplication and overlap, making pathway consolidation necessary [ 18].
Biomolecular annotations can be efficiently and effectively detected in silico by leveraging integrated data from multiple databases through a transitive relationship based approach.
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The data collection and cleaning process was largely automated by the Aggregator of Biological Knowledge (ABK) tool, which uses a rule-based approach to aggregating data from multiple database sources [15].
Most initiatives choose not to pool data directly from multiple databases in a single central warehouse.
Biozon augments this data with other datasets that are extracted from multiple databases.
An extensive literature search was carried out from multiple databases.
Queries are sent to a single database where data from multiple external databases has been aggregated.
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CEO of Professional Science Editing for Scientists @ prosciediting.com