Construction and Validation of Machine Learning Algorithms to Predict Chronic Post-Surgical Pain Among Patients Undergoing Total Knee Arthroplasty
Zeping Yan, Mengqi Liu, Xiaoli Wang, Jiurui Wang, Zhiwei Wang, Jian Liu, Shicai Wu, Xiaorong Luan
Topics & Concepts
MedicineBrier scoreLogistic regressionPhysical therapyAlgorithmMachine learningRandom forestProspective cohort studyRecursive partitioningStatisticWOMACArthroplastyCohortIncidence (geometry)Physical medicine and rehabilitationOsteoarthritisSurgeryInternal medicineStatisticsComputer sciencePathologyAlternative medicineMathematicsPhysicsOpticsTotal Knee Arthroplasty OutcomesAnesthesia and Pain ManagementArtificial Intelligence in Healthcare and Education