요약정보
Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.
- Resource Type
- Academic Journal
- Authors
- Wagner SJ; Helmholtz Munich - German Research Center for Environment and Health, Munich, Germany; School of Computation, Information and Technology, Technical University of Munich, Munich, Germany; Else Kroener Fresenius Center for Digital Health (EFFZ), Technical University Dresden, Dresden, Germany.; Reisenbüchler D; Helmholtz Munich - German Research Center for Environment and Health, Munich, Germany.; West NP; Institute of Pathology, University Medical Center Mainz, Mainz, Germany.; Niehues JM; Else Kroener Fresenius Center for Digital Health (EFFZ), Technical University Dresden, Dresden, Germany.; Zhu J; Else Kroener Fresenius Center for Digital Health (EFFZ), Technical University Dresden, Dresden, Germany.; Foersch S; Institute of Pathology, University Medical Center Mainz, Mainz, Germany.; Veldhuizen GP; Else Kroener Fresenius Center for Digital Health (EFFZ), Technical University Dresden, Dresden, Germany.; Quirke P; Division of Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.; Grabsch HI; Division of Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK; Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, the Netherlands.; van den Brandt PA; Department of Epidemiology, Maastricht University Medical Center+, Maastricht, the Netherlands.; Hutchins GGA; Division of Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.; Richman SD; Division of Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.; Yuan T; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Langer R; Institute of Pathology und Molecular Pathology, Johannes Kepler University Hospital Linz, Linz, Österreich.; Jenniskens JCA; Department of Epidemiology, Maastricht University Medical Center+, Maastricht, the Netherlands.; Offermans K; Department of Epidemiology, Maastricht University Medical Center+, Maastricht, the Netherlands.; Mueller W; Gemeinschaftspraxis Pathologie, Starnberg, Germany.; Gray R; Nuffield Department of Population Health, University of Oxford, Oxford, UK.; Gruber SB; Center for Precision Medicine and Department of Medical Oncology, City of Hope National Medical Center, Duarte, CA, USA.; Greenson JK; Department of Pathology, City of Hope Comprehensive Cancer Center, Duarte, CA, USA.; Rennert G; Department of Community Medicine & Epidemiology, Lady Davis Carmel Medical Center, Ruth & Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel; Steve and Cindy Rasmussen Institute for Genomic Medicine, Lady Davis Carmel Medical Center and Technion Faculty of Medicine, Clalit National Cancer Control Center, Haifa, Israel.; Bonner JD; Department of Community Medicine & Epidemiology, Lady Davis Carmel Medical Center, Ruth & Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel.; Schmolze D; Center for Precision Medicine and Department of Medical Oncology, City of Hope National Medical Center, Duarte, CA, USA.; Jonnagaddala J; School of Population Health, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia.; Hawkins NJ; School of Medical Sciences, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia.; Ward RL; School of Medical Sciences, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia; Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.; Morton D; University Hospital Birmingham, Birmingham, UK.; Seymour M; St James's University Hospital, Leeds, UK.; Magill L; University of Birmingham Clinical Trials Unit, Birmingham, UK.; Nowak M; Department of Pathology and Molecular Pathology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Hay J; Glasgow Tissue Research Facility, University of Glasgow, Queen Elizabeth University Hospital, Glasgow, UK.; Koelzer VH; Department of Pathology and Molecular Pathology, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Oncology, University of Oxford, Oxford, UK; Nuffield Department of Medicine, University of Oxford, Roosevelt Drive, Oxford, UK.; Church DN; Nuffield Department of Medicine, University of Oxford, Roosevelt Drive, Oxford, UK; Oxford NIHR Comprehensive Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK.; Matek C; Helmholtz Munich - German Research Center for Environment and Health, Munich, Germany; Institute of Pathology, University Hospital Erlangen, FAU Erlangen-Nuremberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC), University Hospital Erlangen, FAU Erlangen-Nuremberg, Erlangen, Germany.; Geppert C; Institute of Pathology, University Hospital Erlangen, FAU Erlangen-Nuremberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC), University Hospital Erlangen, FAU Erlangen-Nuremberg, Erlangen, Germany.; Peng C; Medical School, Jianggang Shan University, Jiangxi, China.; Zhi C; Department of Pathology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.; Ouyang X; Department of Pathology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.; James JA; Precision Medicine Centre of Excellence, Health Sciences Building, The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK; Regional Molecular Diagnostic Service, Belfast Health and Social Care Trust, Belfast, UK; The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK.; Loughrey MB; The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK; Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK; Centre for Public Health, Queen's University Belfast, Belfast, UK.; Salto-Tellez M; Precision Medicine Centre of Excellence, Health Sciences Building, The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK; Regional Molecular Diagnostic Service, Belfast Health and Social Care Trust, Belfast, UK; Integrated Pathology Unit, Institute for Cancer Research and Royal Marsden Hospital, London, UK.; Brenner H; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.; Hoffmeister M; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Truhn D; Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany.; Schnabel JA; Helmholtz Munich - German Research Center for Environment and Health, Munich, Germany; School of Computation, Information and Technology, Technical University of Munich, Munich, Germany; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.; Boxberg M; Institute of Pathology, Technical University Munich, Munich, Germany; Institute of Pathology Munich-North, Munich, Germany.; Peng T; Helmholtz Munich - German Research Center for Environment and Health, Munich, Germany. Electronic address: tingying.peng@helmholtz-munich.de.; Kather JN; Else Kroener Fresenius Center for Digital Health (EFFZ), Technical University Dresden, Dresden, Germany; Division of Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg. Electronic address: jakob_nikolas.kather@tu-dresden.de.
- Source
- Publisher:
Cell Press Country of Publication: United States NLM ID: 101130617 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-3686 (Electronic) Linking ISSN:15356108 NLM ISO Abbreviation: Cancer Cell Subsets: MEDLINE - Subject
- Language
- English