Validation of Machine Learning Model Performance in Predicting Blood Transfusion After Primary and Revision Total Hip Arthroplasty
Anirudh Buddhiraju, Michelle Riyo Shimizu, Murad Abdullah Subih, Tony Lin‐Wei Chen, Henry Hojoon Seo, Young-Min Kwon
Topics & Concepts
Brier scoreMedicineBlood transfusionLogistic regressionHematocritGeneralizability theoryTotal hip arthroplastyArea under the curveArthroplastySurgeryMachine learningStatisticsInternal medicineComputer scienceMathematicsBlood transfusion and managementTotal Knee Arthroplasty OutcomesOrthopaedic implants and arthroplasty