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Structure-based knowledge acquisition from electronic lab notebooks for research data provenance documentation.

Max SchröderSusanne StaehlkePaul GrothJ Barbara NebeSascha SporsFrank Krüger
Published in: Journal of biomedical semantics (2022)
The semantic documentation of research data obtained from the ELN protocols allows for the representation of the retrospective provenance of research data in a machine-interpretable way. Research Object Crate (RO-Crate) bundles including these models enable researchers to easily share the research data including the corresponding documentation, but also to search and relate the experiment to each other.
Keyphrases
  • electronic health record
  • big data
  • healthcare
  • deep learning
  • data analysis
  • working memory