Can Machine Learning Methods Produce Accurate and Easy-to-Use Preoperative Prediction Models of One-Year Improvements in Pain and Functioning After Knee Arthroplasty?
Alex H. S. Harris, Alfred C. Kuo, Thomas Bowe, Luisa Manfredi, Narlina Lalani, Nicholas J. Giori
Topics & Concepts
Brier scorePhysical therapyMedicinePatient-reported outcomeQuality of life (healthcare)Bootstrapping (finance)ArthroplastyStatisticActivities of daily livingOsteoarthritisMachine learningSurgeryComputer scienceStatisticsAlternative medicineNursingFinancial economicsPathologyMathematicsEconomicsTotal Knee Arthroplasty OutcomesArtificial Intelligence in Healthcare and EducationOsteoarthritis Treatment and Mechanisms