Development and external validation of a machine learning-based model to predict postoperative recurrence in patients with duodenal adenocarcinoma: a multicenter, retrospective cohort study

被引：0

作者：

Xu Liu ^{[2
]}

Qifeng Xiao ^{[1
]}

Zongting Gu ^{[3
]}

Xin Wu ^{[4
]}

Chunhui Yuan ^{[5
]}

Xiaolong Tang ^{[6
]}

Fanbin Meng ^{[7
]}

Dong Wang ^{[8
]}

Ren Lang ^{[9
]}

Kaiqing Guo ^{[10
]}

Xiaodong Tian ^{[11
]}

Yu Zhang ^{[12
]}

Enhong Zhao ^{[13
]}

Zhenzhou Wu ^{[14
]}

Jingyong Xu ^{[15
]}

Ying Xing ^{[16
]}

Feng Cao ^{[17
]}

Chengfeng Wang ^{[1
]}

Jianwei Zhang ^{[1
]}

机构：

[1] National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital,Department of Pancreatic and Gastric Surgery

[2] Chinese Academy of Medical Sciences and Peking Union Medical College,National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital

[3] Chinese Academy of Medical Sciences and Peking Union Medical College,General Surgery, Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery

[4] Zhejiang Provincial People’s Hospital,Department of General Surgery, First Medical Center of Chinese

[5] Affiliated People’s Hospital,Department of General Surgery

[6] Hangzhou Medical College,Department of General Surgery

[7] PLA General Hospital,Department of Pancreatic and Biliary Surgery

[8] Peking University Third Hospital,Department of General Surgery

[9] Qilu Hospital of Shandong University,Department of Hepatobiliary and Pancreaticosplenic Surgery

[10] The First Affiliated Hospital of China Medical University,Hepatobiliary and Pancreatogastric Surgery, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital

[11] Beijing Friendship Hospital,Department of General Surgery

[12] Capital Medical University,Department of Hepatobiliary Surgery

[13] Beijing Chaoyang Hospital,Gastrointestinal Surgery Department

[14] Capital Medical University,Department of Oncological Surgery

[15] Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University,Department of General Surgery

[16] Peking University First Hospital,General Surgery Department

[17] Shaanxi Provincial People’s Hospital,General Surgery Department

[18] Affiliated Hospital of Chengde Medical University,undefined

[19] The Second Hospital of Hebei Medical University,undefined

[20] Beijing Hospital,undefined

[21] Capital Medical University Beijing Affiliated Tiantan Hospital,undefined

[22] Xuanwu Hospital,undefined

[23] Capital Medical University,undefined

来源：

BMC Medicine | / 23卷 / 1期

关键词：

Duodenal adenocarcinoma; Cancer recurrence; Surgery; Machine learning-based model;

D O I：

10.1186/s12916-025-03912-7

中图分类号：

学科分类号：

摘要：

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