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An imageomics and multi-network based deep learning model for risk assessment of liver transplantation for hepatocellular cancer.
He, Tiancheng; Fong, Joy Nolte; Moore, Linda W; Ezeana, Chika F; Victor, David; Divatia, Mukul; Vasquez, Matthew; Ghobrial, R Mark; Wong, Stephen T C.
Afiliação
  • He T; Systems Medicine and Bioengineering Department, Houston Methodist Cancer Center and Departments of Radiology and Pathology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, 77030, United States.
  • Fong JN; Department of Surgery, Houston Methodist Hospital, Houston, TX, 77030, United States.
  • Moore LW; Department of Surgery, Houston Methodist Hospital, Houston, TX, 77030, United States; Center for Outcomes Research, Houston Methodist Research Institute, Houston, TX, 77030, United States.
  • Ezeana CF; Systems Medicine and Bioengineering Department, Houston Methodist Cancer Center and Departments of Radiology and Pathology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, 77030, United States.
  • Victor D; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX, 77030, United States; Department of Medicine, Houston Methodist Hospital, Houston, TX, 77030, United States.
  • Divatia M; Department of Clinical Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX, 77030, United States.
  • Vasquez M; Systems Medicine and Bioengineering Department, Houston Methodist Cancer Center and Departments of Radiology and Pathology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, 77030, United States.
  • Ghobrial RM; Department of Surgery, Houston Methodist Hospital, Houston, TX, 77030, United States; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX, 77030, United States. Electronic address: RMGhobrial@houstonmethodist.org.
  • Wong STC; Systems Medicine and Bioengineering Department, Houston Methodist Cancer Center and Departments of Radiology and Pathology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, 77030, United States. Electronic address: stwong@houstonmethodist.org.
Comput Med Imaging Graph ; 89: 101894, 2021 04.
Article em En | MEDLINE | ID: mdl-33725579
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transplante de Fígado / Carcinoma Hepatocelular / Aprendizado Profundo / Neoplasias Hepáticas Tipo de estudo: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Comput Med Imaging Graph Assunto da revista: DIAGNOSTICO POR IMAGEM Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transplante de Fígado / Carcinoma Hepatocelular / Aprendizado Profundo / Neoplasias Hepáticas Tipo de estudo: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Comput Med Imaging Graph Assunto da revista: DIAGNOSTICO POR IMAGEM Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos