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Predicting reoperation and readmission for head and neck free flap patients using machine learning.

Stephanie Y WangLouis-Xavier BarretteJinggang J NgNeel R SangalSteven B CannadyRobert M BrodyAndrés M BurJason A Brant
Published in: Head & neck (2024)
XGBoost was used to predict 30-day readmission and reoperation for HN free flap patients. Findings may be used to assist clinicians and patients in shared decision-making and improve data collection in future database iterations.
Keyphrases
  • end stage renal disease
  • ejection fraction
  • newly diagnosed
  • chronic kidney disease
  • prognostic factors
  • peritoneal dialysis
  • machine learning
  • current status