Exploring Associations of Preoperative Physical Performance With Postoperative Outcomes After Lumbar Spinal Fusion: A Machine Learning Approach.

Janssen, Esther R; Osong, Biche; van Soest, Johan; Dekker, Andre; van Meeteren, Nico L; Willems, Paul C; Punt, Ilona M

Janssen, Esther R; Osong, Biche; van Soest, Johan; Dekker, Andre; van Meeteren, Nico L; Willems, Paul C; Punt, Ilona M.

Afiliação

Janssen ER; Department of Orthopaedics and Research School Caphri, Maastricht University Medical Center, Maastricht; Department of Orthopaedics, VieCuri Medical Center, Venlo. Electronic address: esther.janssen@mumc.nl.
Osong B; GROW-School for Oncology and Developmental Biology, Department of Radiation Oncology (MAASTRO), Maastricht University Medical Center, Maastricht.
van Soest J; GROW-School for Oncology and Developmental Biology, Department of Radiation Oncology (MAASTRO), Maastricht University Medical Center, Maastricht; Institute of Data Science, Maastricht University, Maastricht.
Dekker A; GROW-School for Oncology and Developmental Biology, Department of Radiation Oncology (MAASTRO), Maastricht University Medical Center, Maastricht.
van Meeteren NL; Top Sector Life Sciences and Health (Healthâ¼Holland), The Hague; Department of Epidemiology and CAPHRI Research School, Maastricht University Medical Center, Maastricht.
Willems PC; Department of Orthopaedics and Research School Caphri, Maastricht University Medical Center, Maastricht.
Punt IM; Department of Orthopaedics and Research School Caphri, Maastricht University Medical Center, Maastricht; Department of Surgery and Trauma Surgery, Maastricht University Medical Center and NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Net

Arch Phys Med Rehabil ; 102(7): 1324-1330.e3, 2021 07.

Article em En | MEDLINE | ID: mdl-33711278

Assuntos

Vértebras Lombares/cirurgia; Aprendizado de Máquina; Desempenho Físico Funcional; Fusão Vertebral/métodos; Idoso; Estudos de Coortes; Avaliação da Deficiência; Feminino; Humanos; Tempo de Internação; Masculino; Pessoa de Meia-Idade; Dor Pós-Operatória; Medidas de Resultados Relatados pelo Paciente; Período Pós-Operatório; Valor Preditivo dos Testes; Período Pré-Operatório; Recuperação de Função Fisiológica; Estudos Retrospectivos; Fatores de Risco

Palavras-chave

Cardiorespiratory fitness; Decision support techniques; Lumbar vertebrae; Muscle strength; Physical fitness; Rehabilitation

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Fusão Vertebral / Aprendizado de Máquina / Desempenho Físico Funcional / Vértebras Lombares Tipo de estudo: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Arch Phys Med Rehabil Ano de publicação: 2021 Tipo de documento: Article

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