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Understanding the Nature of Metadata: Systematic Review.

Hannes UlrichAnn-Kristin Kock-SchoppenhauerNoemi DeppenwieseRobert GöttJori KernMartin LablansRaphael W MajeedMark R StöhrJürgen StausbergJulian VargheseMartin DugasJosef Ingenerf
Published in: Journal of medical Internet research (2022)
Metadata can be a powerful tool for identifying, describing, and processing information, but its meaningful creation is costly and challenging. This review process uncovered many standards, use cases, problems, and solutions for dealing with metadata. The presented harmonized definitions and the new schema have the potential to improve the classification and generation of metadata by creating a shared understanding of metadata and its context.
Keyphrases
  • systematic review
  • mental health
  • machine learning
  • meta analyses
  • deep learning
  • healthcare
  • health information
  • social media
  • climate change