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Data extraction was performed by two trained research assistants independently following standardized data collection procedures.
The development of ML algorithms requires standardized data sets, consistent measurement methods, and uniform scales.
To this end, we have presented a strategy (1) of standardized data and biosample collection.
the data elements that are necessary to collect and maintain standardized data to carry out a performance-based approach.
Clinical researchers benefit from the WISE by having available standardized data sources.
This is partly due to lack of uniform and standardized data collection.
The records were examined and standardized data collection forms were completed retrospectively by the study group.
Strengths of this study include the international multicenter design, large sample size and standardized data collection.
We have to have standardized data and lots of it and put it into shared databases.
The protocol and standardized data collection form were approved by the Colorado Multiple Institutional Review Board.
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The surveillance system should include standardized data-collections forms, which should be used by trained staff.
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