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A multi-scale, multi-region and attention mechanism-based deep learning framework for prediction of grading in hepatocellular carcinoma.
Wei, Jingwei; Ji, Qian; Gao, Yu; Yang, Xiaozhen; Guo, Donghui; Gu, Dongsheng; Yuan, Chunwang; Tian, Jie; Ding, Dawei.
Affiliation
  • Wei J; Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China.
  • Ji Q; Beijing Key Laboratory of Molecular Imaging, Beijing, China.
  • Gao Y; Oriental Organ Transplant Center of Tianjin First Central Hospital, Tianjin, China.
  • Yang X; School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China.
  • Guo D; Key Laboratory of Knowledge Automation for Industrial Processes, Ministry of Education, University of Science and Technology Beijing, Beijing, China.
  • Gu D; Center of Interventional Oncology and Liver Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China.
  • Yuan C; Shulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University, Shulan International Medical College, Hangzhou City, Zhejiang Province, China.
  • Tian J; Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China.
  • Ding D; Beijing Key Laboratory of Molecular Imaging, Beijing, China.
Med Phys ; 50(4): 2290-2302, 2023 Apr.
Article in En | MEDLINE | ID: mdl-36453607
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Carcinoma, Hepatocellular / Deep Learning / Liver Neoplasms Type of study: Guideline / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Med Phys Year: 2023 Document type: Article Affiliation country: China Country of publication: Estados Unidos
Fulltext
Add to My VHL
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Carcinoma, Hepatocellular / Deep Learning / Liver Neoplasms Type of study: Guideline / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Med Phys Year: 2023 Document type: Article Affiliation country: China Country of publication: Estados Unidos