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Internal and External Validation of the Generalizability of Machine Learning Algorithms in Predicting Non-home Discharge Disposition Following Primary Total Knee Joint Arthroplasty

Tony Lin‐Wei Chen, Anirudh Buddhiraju, Henry Hojoon Seo, Murad Abdullah Subih, Pete Tuchinda, Young‐Min Kwon

2023The Journal of Arthroplasty24 citationsDOI

Topics & Concepts

Generalizability theoryReceiver operating characteristicMedicineMachine learningBrier scoreArtificial intelligenceGradient boostingCross-validationComputer scienceStatisticsMathematicsRandom forestTotal Knee Arthroplasty OutcomesOsteoarthritis Treatment and MechanismsOrthopaedic implants and arthroplasty
Internal and External Validation of the Generalizability of Machine Learning Algorithms in Predicting Non-home Discharge Disposition Following Primary Total Knee Joint Arthroplasty | Litcius