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Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning.
Saldanha, Oliver Lester; Muti, Hannah Sophie; Grabsch, Heike I; Langer, Rupert; Dislich, Bastian; Kohlruss, Meike; Keller, Gisela; van Treeck, Marko; Hewitt, Katherine Jane; Kolbinger, Fiona R; Veldhuizen, Gregory Patrick; Boor, Peter; Foersch, Sebastian; Truhn, Daniel; Kather, Jakob Nikolas.
Afiliación
  • Saldanha OL; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Muti HS; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany.
  • Grabsch HI; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Langer R; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany.
  • Dislich B; Pathology and GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, The Netherlands.
  • Kohlruss M; Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
  • Keller G; Institute of Pathology, Inselspital, University of Bern, Bern, Switzerland.
  • van Treeck M; Institute of Pathology and Molecular Pathology, Kepler University Hospital, Johannes Kepler University Linz, Linz, Austria.
  • Hewitt KJ; Institute of Pathology, Inselspital, University of Bern, Bern, Switzerland.
  • Kolbinger FR; Institute of Pathology, TUM School of Medicine, Technical University of Munich, Munich, Germany.
  • Veldhuizen GP; Institute of Pathology, TUM School of Medicine, Technical University of Munich, Munich, Germany.
  • Boor P; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Foersch S; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany.
  • Truhn D; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Kather JN; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany.
Gastric Cancer ; 26(2): 264-274, 2023 03.
Article en En | MEDLINE | ID: mdl-36264524
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neoplasias Gástricas / Infecciones por Virus de Epstein-Barr Tipo de estudio: Clinical_trials / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Gastric Cancer Asunto de la revista: GASTROENTEROLOGIA / NEOPLASIAS Año: 2023 Tipo del documento: Article País de afiliación: Alemania Pais de publicación: Japón
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neoplasias Gástricas / Infecciones por Virus de Epstein-Barr Tipo de estudio: Clinical_trials / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Gastric Cancer Asunto de la revista: GASTROENTEROLOGIA / NEOPLASIAS Año: 2023 Tipo del documento: Article País de afiliación: Alemania Pais de publicación: Japón