A retrospective study using machine learning to develop predictive model to identify urinary infection stones in vivo.

Wu, Yukun; Mo, Qishan; Xie, Yun; Zhang, Junlong; Jiang, Shuangjian; Guan, Jianfeng; Qu, Canhui; Wu, Rongpei; Mo, Chengqiang

Wu, Yukun; Mo, Qishan; Xie, Yun; Zhang, Junlong; Jiang, Shuangjian; Guan, Jianfeng; Qu, Canhui; Wu, Rongpei; Mo, Chengqiang.

Afiliação

Wu Y; Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, No. 58, Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, China.
Mo Q; Department of Urology, Guangzhou Panyu Central Hospital, Guangzhou, 510080, Guangdong, China.
Xie Y; Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, No. 58, Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, China.
Zhang J; Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, No. 58, Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, China.
Jiang S; Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, No. 58, Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, China.
Guan J; Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, No. 58, Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, China.
Qu C; Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, No. 58, Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, China.
Wu R; Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, No. 58, Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, China.
Mo C; Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, No. 58, Zhongshan 2nd Road, Guangzhou, 510080, Guangdong, China. mochengq@mail.sysu.edu.cn.

Urolithiasis ; 51(1): 84, 2023 May 31.

Article em En | MEDLINE | ID: mdl-37256418

Assuntos

Cálculos Urinários; Humanos; Estudos Retrospectivos; Cálculos Urinários/diagnóstico; Aprendizado de Máquina; Redes Neurais de Computação; Algoritmos

Palavras-chave

Infection stones; Machine learning; Prediction model; Struvite; Urolithiasis

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Cálculos Urinários Tipo de estudo: Diagnostic_studies / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Urolithiasis Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China País de publicação: Alemanha

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