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.

Afiliação

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 em En | MEDLINE | ID: mdl-37331441

Assuntos

Artroplastia de Quadril; Humanos; Artroplastia de Quadril/efeitos adversos; Reoperação/efeitos adversos; Estudos Retrospectivos; Complicações Pós-Operatórias/epidemiologia; Complicações Pós-Operatórias/etiologia; Complicações Pós-Operatórias/diagnóstico; Aprendizado de Máquina Supervisionado; Medição de Risco; Fatores de Risco

Palavras-chave

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

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Artroplastia de Quadril Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: J Arthroplasty Assunto da revista: ORTOPEDIA Ano de publicação: 2023 Tipo de documento: Article

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