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Creation of Standardized Common Data Elements for Diagnostic Tests in Infectious Disease Studies: Semantic and Syntactic Mapping.

Caroline StellmachSina Marie HopffThomas JaenischSusana Marina Nunes de MirandaEugenia Rinaldinull null
Published in: Journal of medical Internet research (2024)
The identification of CDEs for infectious diseases is the first step in facilitating the exchange and possible merging of a subset of data across clinical studies (and with that, large research projects) for possible shared analysis to increase the power of findings. The path to harmonization and standardization of clinical study data in the interest of interoperability can be paved in 2 ways. First, a map to standard terminologies ensures that each data element's (variable's) definition is unambiguous and that it has a single, unique interpretation across studies. Second, the exchange of these data is assisted by "wrapping" them in a standard exchange format, such as Fast Health care Interoperability Resources or the Clinical Data Interchange Standards Consortium's Clinical Data Acquisition Standards Harmonization Model.
Keyphrases
  • electronic health record
  • infectious diseases
  • big data
  • healthcare
  • data analysis
  • clinical trial
  • machine learning
  • mass spectrometry