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Using deep learning to predict microvascular invasion in hepatocellular carcinoma based on dynamic contrast-enhanced MRI combined with clinical parameters.
Song, Danjun; Wang, Yueyue; Wang, Wentao; Wang, Yining; Cai, Jiabin; Zhu, Kai; Lv, Minzhi; Gao, Qiang; Zhou, Jian; Fan, Jia; Rao, Shengxiang; Wang, Manning; Wang, Xiaoying.
Afiliação
  • Song D; Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
  • Wang Y; Digital Medical Research Center, School of Basic Medical Science, Fudan University, Shanghai, 200032, People's Republic of China.
  • Wang W; Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention, Digital Medical Research Center, Fudan University, 200032, Shanghai, People's Republic of China.
  • Wang Y; Department of Radiology, Zhongshan Hospital, Fudan University, 200032, Shanghai, People's Republic of China.
  • Cai J; Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
  • Zhu K; Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
  • Lv M; Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
  • Gao Q; Department of Biostatistics, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
  • Zhou J; Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
  • Fan J; Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032,, People's Republic of China.
  • Rao S; Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
  • Wang M; Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032,, People's Republic of China.
  • Wang X; Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
J Cancer Res Clin Oncol ; 147(12): 3757-3767, 2021 Dec.
Article em En | MEDLINE | ID: mdl-33839938
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Carcinoma Hepatocelular / Aprendizado Profundo / Neoplasias Hepáticas / Invasividade Neoplásica Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Carcinoma Hepatocelular / Aprendizado Profundo / Neoplasias Hepáticas / Invasividade Neoplásica Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article