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Deep Learning With 3D Convolutional Neural Network for Noninvasive Prediction of Microvascular Invasion in Hepatocellular Carcinoma.
Zhang, Yongxin; Lv, Xiaofei; Qiu, Jiliang; Zhang, Bin; Zhang, Lu; Fang, Jin; Li, Minmin; Chen, Luyan; Wang, Fei; Liu, Shuyi; Zhang, Shuixing.
Afiliação
  • Zhang Y; Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
  • Lv X; Department of MR, Zhongshan City People's Hospital Affiliated to Sun Yat-sen University, Zhongshan, Guangdong, China.
  • Qiu J; Department of Medical Imaging, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, China.
  • Zhang B; Department of Liver Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Sun Yat-sen University Cancer Centre, Guangzhou, China.
  • Zhang L; Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
  • Fang J; Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
  • Li M; Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
  • Chen L; Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
  • Wang F; Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
  • Liu S; Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
  • Zhang S; Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
J Magn Reson Imaging ; 54(1): 134-143, 2021 07.
Article em En | MEDLINE | ID: mdl-33559293
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Carcinoma Hepatocelular / Aprendizado Profundo / Neoplasias Hepáticas Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Carcinoma Hepatocelular / Aprendizado Profundo / Neoplasias Hepáticas Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article