Machine learning algorithms to predict risk of postoperative pneumonia in elderly with hip fracture.

Guo, Jiale; He, Qionghan; Peng, Caiju; Dai, Ru; Li, Wei; Su, Zhichao; Li, Yehai

Guo, Jiale; He, Qionghan; Peng, Caiju; Dai, Ru; Li, Wei; Su, Zhichao; Li, Yehai.

Afiliação

Guo J; Department of Orthopedics, Chaohu Hospital of Anhui Medical University, Hefei, China.
He Q; Chaohu Hospital of Anhui Medical University, Hefei, China.
Peng C; Department of Orthopedics, Chaohu Hospital of Anhui Medical University, Hefei, China.
Dai R; Department of Orthopedics, Chaohu Hospital of Anhui Medical University, Hefei, China.
Li W; Department of Orthopedics, Chaohu Hospital of Anhui Medical University, Hefei, China.
Su Z; Department of Orthopedics, Chaohu Hospital of Anhui Medical University, Hefei, China.
Li Y; Department of Orthopedics, Chaohu Hospital of Anhui Medical University, Hefei, China. ahyylyh@163.com.

J Orthop Surg Res ; 18(1): 571, 2023 Aug 05.

Article em En | MEDLINE | ID: mdl-37543618

Assuntos

Fraturas do Quadril; Pneumonia; Idoso; Humanos; Fraturas do Quadril/cirurgia; Pneumonia/diagnóstico; Pneumonia/etiologia; Algoritmos; Calibragem; Aprendizado de Máquina

Palavras-chave

Hip fractures; Machine learning; Postoperative pneumonia; Predictive models; Risk factors

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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Pneumonia / Fraturas do Quadril Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Humans Idioma: En Revista: J Orthop Surg Res Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

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