2024
Use of The Risk Assessment and Prediction Tool to Predict Same-day Discharge After Primary Hip and Knee Arthroplasty
Dupont M, Held M, Shah R, Cooper H, Neuwirth A, Hickernell T. Use of The Risk Assessment and Prediction Tool to Predict Same-day Discharge After Primary Hip and Knee Arthroplasty. JAAOS Global Research And Reviews 2024, 8: e22.00269. PMID: 38456719, PMCID: PMC10923310, DOI: 10.5435/jaaosglobal-d-22-00269.Peer-Reviewed Original ResearchConceptsSame-day dischargeTotal knee arthroplastyTotal hip arthroplastyTertiary care centerPreoperative screening toolReceiver operating characteristic curveRAPT scoreScreening toolLogistic regression analysisAssociated with same-day dischargeKnee arthroplastyCutoff valuePreoperative notesPredictive valueCare centerPatientsCharacteristic curveSame-dayDischarge dispositionDischarge planningRegression analysisArthroplastyPositive associationScoresCutoff
2021
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