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Can process mapping and a multisite Delphi of perioperative professionals inform our understanding of system-wide factors that may impact operative risk?

Daniel J StubbsThomas BashfordFay GilderBasil NourallahAri ErcoleNicholas LevyJohn Clarkson
Published in: BMJ open (2022)
Through process mapping and a modified Delphi we gained insights into additional factors that may contribute to perioperative risk. Many were absent from currently used risk stratification scores. These results enable an appreciation of the contextual limitations of currently used risk tools and could support future research into the generation of more holistic data sets for the development of perioperative risk assessment tools.
Keyphrases
  • risk assessment
  • cardiac surgery
  • patients undergoing
  • high resolution
  • machine learning
  • heavy metals
  • big data
  • electronic health record
  • human health
  • high density
  • deep learning