Development and validation of a novel diagnostic model for initially clinical diagnosed gastrointestinal stromal tumors using an extreme gradient-boosting machine.

Hu, Bozhi; Wang, Chao; Jiang, Kewei; Shen, Zhanlong; Yang, Xiaodong; Yin, Mujun; Liang, Bin; Xie, Qiwei; Ye, Yingjiang; Gao, Zhidong

Hu, Bozhi; Wang, Chao; Jiang, Kewei; Shen, Zhanlong; Yang, Xiaodong; Yin, Mujun; Liang, Bin; Xie, Qiwei; Ye, Yingjiang; Gao, Zhidong.

Afiliação

Hu B; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China.
Wang C; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China.
Jiang K; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China.
Shen Z; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China.
Yang X; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China.
Yin M; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China.
Liang B; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China.
Xie Q; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China.
Ye Y; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China. yeyingjiang@pkuph.edu.cn.
Gao Z; Department of Gastrointestinal Surgery, Peking University People's Hospital, No.11 Xizhimen South Street, Xicheng District, Beijing, 100044, China. gaodong1234567@163.com.

BMC Gastroenterol ; 21(1): 481, 2021 Dec 18.

Article em En | MEDLINE | ID: mdl-34922474

Assuntos

Tumores do Estroma Gastrointestinal; Tumores do Estroma Gastrointestinal/diagnóstico por imagem; Tumores do Estroma Gastrointestinal/cirurgia; Humanos

Palavras-chave

Diagnostic model; Gastrointestinal stromal tumor; XGBoost

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Tumores do Estroma Gastrointestinal Tipo de estudo: Clinical_trials / Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: BMC Gastroenterol Assunto da revista: GASTROENTEROLOGIA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: China

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