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Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning.
Jiang, Yi-Quan; Cao, Su-E; Cao, Shilei; Chen, Jian-Ning; Wang, Guo-Ying; Shi, Wen-Qi; Deng, Yi-Nan; Cheng, Na; Ma, Kai; Zeng, Kai-Ning; Yan, Xi-Jing; Yang, Hao-Zhen; Huan, Wen-Jing; Tang, Wei-Min; Zheng, Yefeng; Shao, Chun-Kui; Wang, Jin; Yang, Yang; Chen, Gui-Hua.
Afiliación
  • Jiang YQ; Department of Hepatic Surgery and Liver Transplantation Center, The Third Affiliated Hospital, Organ Transplantation Institute, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, Guangdong, China.
  • Cao SE; Department of Radiology, The Third Affiliated Hospital, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
  • Cao S; Tencent Youtu Lab, Malata Building, Kejizhongyi Road, Nanshan District, Shenzhen, 518075, China.
  • Chen JN; Department of Pathology, The Third Affiliated Hospital, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
  • Wang GY; Department of Hepatic Surgery and Liver Transplantation Center, The Third Affiliated Hospital, Organ Transplantation Institute, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, Guangdong, China.
  • Shi WQ; Department of Radiology, The Third Affiliated Hospital, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
  • Deng YN; Department of Hepatic Surgery and Liver Transplantation Center, The Third Affiliated Hospital, Organ Transplantation Institute, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, Guangdong, China.
  • Cheng N; Department of Pathology, The Third Affiliated Hospital, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
  • Ma K; Tencent Youtu Lab, Malata Building, Kejizhongyi Road, Nanshan District, Shenzhen, 518075, China.
  • Zeng KN; Department of Hepatic Surgery and Liver Transplantation Center, The Third Affiliated Hospital, Organ Transplantation Institute, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, Guangdong, China.
  • Yan XJ; Department of Hepatic Surgery and Liver Transplantation Center, The Third Affiliated Hospital, Organ Transplantation Institute, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, Guangdong, China.
  • Yang HZ; Tencent Healthcare, Tengxun Building, Kejizhongyi Road, Nanshan District, Shenzhen, 518075, China.
  • Huan WJ; Tencent Healthcare, Tengxun Building, Kejizhongyi Road, Nanshan District, Shenzhen, 518075, China.
  • Tang WM; Tencent Healthcare, Tengxun Building, Kejizhongyi Road, Nanshan District, Shenzhen, 518075, China.
  • Zheng Y; Tencent Youtu Lab, Malata Building, Kejizhongyi Road, Nanshan District, Shenzhen, 518075, China.
  • Shao CK; Department of Pathology, The Third Affiliated Hospital, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
  • Wang J; Department of Radiology, The Third Affiliated Hospital, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
  • Yang Y; Department of Hepatic Surgery and Liver Transplantation Center, The Third Affiliated Hospital, Organ Transplantation Institute, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, Guangdong, China. yysysu@163.com.
  • Chen GH; Organ Transplantation Research Center of Guangdong Province, Guangzhou, 510630, Guangdong, China. chghua@mail.sysu.edu.cn.
J Cancer Res Clin Oncol ; 147(3): 821-833, 2021 Mar.
Article en En | MEDLINE | ID: mdl-32852634
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Carcinoma Hepatocelular / Aprendizaje Profundo / Neoplasias Hepáticas Tipo de estudio: Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Female / Humans / Male / Middle aged Idioma: En Revista: J Cancer Res Clin Oncol Año: 2021 Tipo del documento: Article País de afiliación: China Pais de publicación: Alemania
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Carcinoma Hepatocelular / Aprendizaje Profundo / Neoplasias Hepáticas Tipo de estudio: Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Female / Humans / Male / Middle aged Idioma: En Revista: J Cancer Res Clin Oncol Año: 2021 Tipo del documento: Article País de afiliación: China Pais de publicación: Alemania