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Deep learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer.
Brockmoeller, Scarlet; Echle, Amelie; Ghaffari Laleh, Narmin; Eiholm, Susanne; Malmstrøm, Marie Louise; Plato Kuhlmann, Tine; Levic, Katarina; Grabsch, Heike Irmgard; West, Nicholas P; Saldanha, Oliver Lester; Kouvidi, Katerina; Bono, Aurora; Heij, Lara R; Brinker, Titus J; Gögenür, Ismayil; Quirke, Philip; Kather, Jakob Nikolas.
Afiliação
  • Brockmoeller S; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
  • Echle A; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Ghaffari Laleh N; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Eiholm S; Department of Pathology, Zealand University Hospital, University of Copenhagen, Roskilde, Denmark.
  • Malmstrøm ML; Department of Surgery, Nordsjaellands Hospital, Hillerod, Denmark.
  • Plato Kuhlmann T; Department of Pathology, Herlev University Hospital, Copenhagen, Denmark.
  • Levic K; Department of Surgery, Herlev University Hospital, Copenhagen, Denmark.
  • Grabsch HI; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
  • West NP; Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, The Netherlands.
  • Saldanha OL; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
  • Kouvidi K; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Bono A; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
  • Heij LR; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
  • Brinker TJ; Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, The Netherlands.
  • Gögenür I; Institute of Pathology, University Hospital RWTH Aachen, Aachen, Germany.
  • Quirke P; Department of Surgery and Transplantation, University Hospital RWTH Aachen, Aachen, Germany.
  • Kather JN; Digital Biomarkers for Oncology Group, National Center for Tumour Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
J Pathol ; 256(3): 269-281, 2022 03.
Article em En | MEDLINE | ID: mdl-34738636
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Interpretação de Imagem Assistida por Computador / Neoplasias Colorretais / Tecido Adiposo / Diagnóstico por Computador / Detecção Precoce de Câncer / Aprendizado Profundo / Linfonodos / Microscopia Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Humans Idioma: En Revista: J Pathol Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Reino Unido País de publicação: Reino Unido
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Interpretação de Imagem Assistida por Computador / Neoplasias Colorretais / Tecido Adiposo / Diagnóstico por Computador / Detecção Precoce de Câncer / Aprendizado Profundo / Linfonodos / Microscopia Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Humans Idioma: En Revista: J Pathol Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Reino Unido País de publicação: Reino Unido