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Integrating intraoperative physiology data into outcome analysis for the ACS Pediatric National Surgical Quality Improvement Program.

Matthias GörgesKourosh AfsharNicholas C WestShanshan PiJulie BedfordSimon D Whyte
Published in: Paediatric anaesthesia (2018)
Adding intraoperative vital signs to P-NSQIP data allowed identification of two modifiable risk factors: hypothermia was associated with increased wound disruption, and hypotension with increased blood transfusions and unplanned returns to the operating room. These findings may motivate prospective studies and prompt other centers and P-NSQIP to augment outcome data with intraoperative physiological data.
Keyphrases
  • quality improvement
  • electronic health record
  • big data
  • risk factors
  • patient safety
  • patients undergoing
  • cardiac arrest
  • data analysis
  • machine learning
  • brain injury