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Comparing the use of aggregate data and various methods of integrating individual patient data to network meta-analysis and its application to first-line ART.

Steve KantersMohammad Ehsanul KarimKristian ThorlundAslam H AnisMichael ZorattiNick Bansback
Published in: BMC medical research methodology (2021)
Overall, the use of IPD often impacted the coefficient estimates, but not sufficiently as to necessitate altering the final recommendations of the 2018 WHO Guidelines. Future work should examine the features of a network where adjustments will have an impact, such as how much IPD is required in a given size of network.
Keyphrases
  • systematic review
  • electronic health record
  • clinical practice
  • big data
  • meta analyses
  • hiv infected
  • computed tomography
  • machine learning
  • current status
  • magnetic resonance
  • network analysis