Development and internal validation of machine learning algorithms for predicting complications after primary total hip arthroplasty
Kyle N. Kunze, Aditya V. Karhade, Evan M. Polce, Joseph H. Schwab, Brett R. Levine
Topics & Concepts
Brier scoreMedicineGradient boostingAlgorithmReceiver operating characteristicMachine learningComplicationPsychological interventionBoosting (machine learning)Orthopedic surgerySurgeryArtificial intelligenceComputer scienceInternal medicineRandom forestPsychiatryTotal Knee Arthroplasty OutcomesOrthopaedic implants and arthroplastyArtificial Intelligence in Healthcare and Education