Machine Learning Model Developed to Aid in Patient Selection for Outpatient Total Joint Arthroplasty
Lopez C, Ding J, Trofa D, Cooper H, Geller J, Hickernell T. Machine Learning Model Developed to Aid in Patient Selection for Outpatient Total Joint Arthroplasty. Arthroplasty Today 2021, 13: 13-23. PMID: 34917716, PMCID: PMC8666332, DOI: 10.1016/j.artd.2021.11.001.Peer-Reviewed Original ResearchOutpatient total joint arthroplastyShorter LOSLength of stayTotal joint arthroplastySame-day dischargeTotal knee arthroplastyPatient selectionJoint arthroplastySurgeons National Surgical Quality Improvement ProgramNational Surgical Quality Improvement ProgramElective total knee arthroplastySurgical Quality Improvement ProgramTotal hip arthroplasty casesPreoperative patient selectionHip arthroplasty casesBroader patient populationLogistic regression analysisQuality Improvement ProgramElectronic medical recordsMedical comorbiditiesSurgical candidatesTKA casesKnee arthroplastyPatient populationTHA cases