Can machine learning models predict prolonged length of hospital stay following primary total knee arthroplasty based on a national patient cohort data?
Tony Lin‐Wei Chen, Anirudh Buddhiraju, Henry Hojoon Seo, Michelle Riyo Shimizu, Blake M. Bacevich, Young‐Min Kwon
Topics & Concepts
MedicineBrier scoreGradient boostingReceiver operating characteristicCohortMachine learningHematocritCalibrationArtificial intelligenceRandom forestArthroplastyPhysical therapyEmergency medicineStatisticsSurgeryInternal medicineComputer scienceMathematicsTotal Knee Arthroplasty OutcomesArtificial Intelligence in Healthcare and EducationMachine Learning in Healthcare