QuestionQ126

Domain IV — Understanding how to govern AI deployment and use

What is the most important action for the healthcare network to take when mapping its existing data to the clinical research partner’s data?

  • A Store the combined data in a secure data repository.
  • B Identify fits and gaps in the combined data.
  • C Evaluate the country of origin of the data.
  • D Ensure the data is labeled and cleansed.
Explanation

Data mapping must identify the fits and gaps between the datasets, including aligned and missing fields, differing definitions, formats, coverage, and data-quality limitations. This establishes whether and how the sources can be reliably integrated for model development.

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