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Automated and Optimized Neurosurgery Scheduling System Improves Resident Satisfaction.

Ken PorcheArvind MohanJamie DowKaitlyn MelnickDimitri LaurentBrian L HohGregory Murad
Published in: Neurosurgery (2024)
Our newly developed automated scheduling system effectively reduces variation among calls in a complex neurosurgery residency, which, in return, was found to increase residents' satisfaction with their schedule, improve their perception of fairness with the schedule, and has completely removed the perception of sexual bias in a program that has a large percentage of females. In addition, it was found to be associated with decreased duty hours.
Keyphrases
  • quality improvement
  • deep learning
  • machine learning
  • high throughput
  • patient safety
  • mental health
  • medical students
  • single cell