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Construction of Prediction Model of Deep Vein Thrombosis Risk after Total Knee Arthroplasty Based on XGBoost Algorithm.

Yuhuan ChenYingqing Jiang
Published in: Computational and mathematical methods in medicine (2022)
The model based on the XGBoost algorithm can predict the incidence of DVT in patients after TKA with good performance.
Keyphrases
  • end stage renal disease
  • machine learning
  • newly diagnosed
  • deep learning
  • ejection fraction
  • chronic kidney disease
  • total knee arthroplasty
  • pain management