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EMLI-ICC: an ensemble machine learning-based integration algorithm for metastasis prediction and risk stratification in intrahepatic cholangiocarcinoma.
Ruan, Jian; Xu, Shuaishuai; Chen, Ruyin; Qu, Wenxin; Li, Qiong; Ye, Chanqi; Wu, Wei; Jiang, Qi; Yan, Feifei; Shen, Enhui; Chu, Qinjie; Jia, Yunlu; Zhang, Xiaochen; Fu, Wenguang; Chen, Jinzhang; Timko, Michael P; Zhao, Peng; Fan, Longjiang; Shen, Yifei.
Afiliación
  • Ruan J; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Xu S; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Chen R; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Qu W; Department of Laboratory Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, People's Republic of China.
  • Li Q; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Ye C; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Wu W; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Jiang Q; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Yan F; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Shen E; Institute of Bioinformatics, Zhejiang University, People's Republic of China.
  • Chu Q; Institute of Bioinformatics, Zhejiang University, People's Republic of China.
  • Jia Y; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Zhang X; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Fu W; Department of Hepatobiliary Surgery, The Affiliated Hospital of Southwest Medical University, People's Republic of China.
  • Chen J; Department of Oncology, Nanfang Hospital, Southern medical University, People's Republic of China.
  • Timko MP; Lewis and Clark Professor of Biology, Department of Biology, and professor of the Public Health Sciences, University of Virginia, U.S.A.
  • Zhao P; Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, People's Republic of China.
  • Fan L; Institute of Bioinformatics, Zhejiang University, People's Republic of China.
  • Shen Y; Department of Laboratory Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, & Institute of Laboratory Medicine, Zhejiang University, People's Republic of China.
Brief Bioinform ; 23(6)2022 11 19.
Article en En | MEDLINE | ID: mdl-36259363

Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Neoplasias de los Conductos Biliares / Colangiocarcinoma Tipo de estudio: Etiology_studies / Guideline / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Brief Bioinform Asunto de la revista: BIOLOGIA / INFORMATICA MEDICA Año: 2022 Tipo del documento: Article

Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Neoplasias de los Conductos Biliares / Colangiocarcinoma Tipo de estudio: Etiology_studies / Guideline / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Brief Bioinform Asunto de la revista: BIOLOGIA / INFORMATICA MEDICA Año: 2022 Tipo del documento: Article