Machine Learning on Medicare Claims Poorly Predicts the Individual Risk of 30-Day Unplanned Readmission After Total Joint Arthroplasty, Yet Uncovers Interesting Population-level Associations With Annual Procedure Volumes.

Kunze, Kyle N; So, Miranda M; Padgett, Douglas E; Lyman, Stephen; MacLean, Catherine H; Fontana, Mark Alan

Kunze, Kyle N; So, Miranda M; Padgett, Douglas E; Lyman, Stephen; MacLean, Catherine H; Fontana, Mark Alan.

Afiliación

Kunze KN; Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
So MM; Center for Analytics, Modeling, and Performance, Hospital for Special Surgery, New York, NY, USA.
Padgett DE; Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
Lyman S; Weill Cornell Medical College, New York, NY, USA.
MacLean CH; Healthcare Research Institute, Hospital for Special Surgery, New York, NY, USA.
Fontana MA; Center for the Advancement of Value in Musculoskeletal Care, Hospital for Special Surgery, New York, NY, USA.

Clin Orthop Relat Res ; 481(9): 1745-1759, 2023 09 01.

Article en En | MEDLINE | ID: mdl-37256278

Asunto(s)

Artroplastia de Reemplazo de Cadera; Artroplastia de Reemplazo de Rodilla; Masculino; Humanos; Femenino; Anciano; Estados Unidos; Artroplastia de Reemplazo de Cadera/efectos adversos; Readmisión del Paciente; Medicare; Artroplastia de Reemplazo de Rodilla/efectos adversos; Aprendizaje Automático; Factores de Riesgo; Estudios Retrospectivos

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Artroplastia de Reemplazo de Cadera / Artroplastia de Reemplazo de Rodilla Tipo de estudio: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male País/Región como asunto: America do norte Idioma: En Revista: Clin Orthop Relat Res Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

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