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Assessing intravitreal anti-VEGF drug safety using real-world data: methodological challenges in observational research.

Giulia ScondottoSalvatore CrisafulliIppazio Cosimo AntonazzoGianni VirgiliGianluca TrifiròSalvatore Crisafulli
Published in: Expert opinion on drug safety (2021)
Such challenges include the selection of the most suitable data source, taking into account how well drug utilization is captured and whether the outcomes and covariates of interest can be captured. The strengths and limitations of some analytic methods that can be used to quantify risk, such as the intention-to-treat approach and the as-treated approach, complement each other, and using these together provides a more balanced analysis.
Keyphrases
  • vascular endothelial growth factor
  • electronic health record
  • big data
  • endothelial cells
  • adverse drug
  • data analysis
  • machine learning
  • type diabetes
  • emergency department
  • cross sectional
  • deep learning