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Weakly supervised annotation-free cancer detection and prediction of genotype in routine histopathology.
Schrammen, Peter Leonard; Ghaffari Laleh, Narmin; Echle, Amelie; Truhn, Daniel; Schulz, Volkmar; Brinker, Titus J; Brenner, Hermann; Chang-Claude, Jenny; Alwers, Elizabeth; Brobeil, Alexander; Kloor, Matthias; Heij, Lara R; Jäger, Dirk; Trautwein, Christian; Grabsch, Heike I; Quirke, Philip; West, Nicholas P; Hoffmeister, Michael; Kather, Jakob Nikolas.
Afiliación
  • Schrammen PL; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Ghaffari Laleh N; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Echle A; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Truhn D; Department of Radiology, University Hospital RWTH Aachen, Aachen, Germany.
  • Schulz V; Department of Physics of Molecular Imaging Systems, Experimental Molecular Imaging, RWTH Aachen University, Aachen, Germany.
  • Brinker TJ; Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.
  • Brenner H; Comprehensive Diagnostic Center Aachen (CDCA), University Hospital Aachen, Aachen, Germany.
  • Chang-Claude J; Hyperion Hybrid Imaging Systems GmbH, Aachen, Germany.
  • Alwers E; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Brobeil A; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Kloor M; Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.
  • Heij LR; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Jäger D; Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Trautwein C; Cancer Epidemiology Group, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Grabsch HI; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Quirke P; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.
  • West NP; Tumor Bank Unit, Tissue Bank of the National Center for Tumor Diseases, Heidelberg, Germany.
  • Hoffmeister M; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.
  • Kather JN; Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, The Netherlands.
J Pathol ; 256(1): 50-60, 2022 01.
Article en En | MEDLINE | ID: mdl-34561876
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Síndromes Neoplásicos Hereditarios / Neoplasias Encefálicas / Neoplasias Colorrectales / Inestabilidad de Microsatélites / Mutación Tipo de estudio: Diagnostic_studies / Etiology_studies / Guideline / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Revista: J Pathol Año: 2022 Tipo del documento: Article País de afiliación: Alemania
Texto completo
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Síndromes Neoplásicos Hereditarios / Neoplasias Encefálicas / Neoplasias Colorrectales / Inestabilidad de Microsatélites / Mutación Tipo de estudio: Diagnostic_studies / Etiology_studies / Guideline / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Revista: J Pathol Año: 2022 Tipo del documento: Article País de afiliación: Alemania