Defining Clinically Meaningful Subgroups for Risk Stratification in Patients Undergoing Revision Total Hip Arthroplasty: A Combined Unsupervised and Supervised Machine Learning Approach.

Lu, Yining; Salmons, Harold I; Mickley, John P; Bedard, Nicholas A; Taunton, Michael J; Wyles, Cody C

Lu, Yining; Salmons, Harold I; Mickley, John P; Bedard, Nicholas A; Taunton, Michael J; Wyles, Cody C.

Afiliación

Lu Y; Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Othropedic Surgery Artificial Intelligence Lab (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota.
Salmons HI; Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota.
Mickley JP; Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Othropedic Surgery Artificial Intelligence Lab (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota.
Bedard NA; Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota.
Taunton MJ; Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Othropedic Surgery Artificial Intelligence Lab (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota.
Wyles CC; Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Othropedic Surgery Artificial Intelligence Lab (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Department of Clinical Anatomy, Mayo Clinic, Rochester, Minnesota.

J Arthroplasty ; 38(10): 1990-1997.e1, 2023 10.

Article en En | MEDLINE | ID: mdl-37331441

Asunto(s)

Artroplastia de Reemplazo de Cadera; Humanos; Artroplastia de Reemplazo de Cadera/efectos adversos; Reoperación/efectos adversos; Estudios Retrospectivos; Complicaciones Posoperatorias/epidemiología; Complicaciones Posoperatorias/etiología; Complicaciones Posoperatorias/diagnóstico; Aprendizaje Automático Supervisado; Medición de Riesgo; Factores de Riesgo

Palabras clave

adult reconstruction; artificial intelligence; complications; outcomes; predictive model; preoperative

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Artroplastia de Reemplazo de Cadera Tipo de estudio: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: J Arthroplasty Asunto de la revista: ORTOPEDIA Año: 2023 Tipo del documento: Article

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