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Early Multimodal Data Integration for Data-Driven Medical Research - A Scoping Review.

Julia GehrmannOya Beyan
Published in: Studies in health technology and informatics (2024)
Our focus was on structural integration in DDMR. The choice of MMDI method depends on the research setting, complexity, and the researcher team's expertise. Future research could focus on comparing early and late MMDI approaches as well as automating the optimization of MMDI pipelines to integrate vast amounts of real-world medical data effectively, facilitating holistic DDMR.
Keyphrases
  • healthcare
  • electronic health record
  • big data
  • palliative care
  • current status
  • machine learning
  • data analysis
  • quality improvement