Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning.
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| Title: | Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning. |
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| Authors: | Saldanha OL; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany., Muti HS; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany., Grabsch HI; Pathology and GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, The Netherlands.; Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK., Langer R; Institute of Pathology, Inselspital, University of Bern, Bern, Switzerland.; Institute of Pathology and Molecular Pathology, Kepler University Hospital, Johannes Kepler University Linz, Linz, Austria., Dislich B; Institute of Pathology, Inselspital, University of Bern, Bern, Switzerland., Kohlruss M; Institute of Pathology, TUM School of Medicine, Technical University of Munich, Munich, Germany., Keller G; Institute of Pathology, TUM School of Medicine, Technical University of Munich, Munich, Germany., van Treeck M; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany., Hewitt KJ; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany., Kolbinger FR; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany.; Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany., Veldhuizen GP; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany., Boor P; Institute of Pathology, University Hospital RWTH Aachen, 52074, Aachen, Germany.; Department of Nephrology and Immunology, University Hospital RWTH Aachen, 52074, Aachen, Germany., Foersch S; Institute of Pathology, University Medical Center Mainz, Mainz, Germany., Truhn D; Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany., Kather JN; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany. jakob-nikolas.kather@alumni.dkfz.de.; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstrasse 74, 01307, Dresden, Germany. jakob-nikolas.kather@alumni.dkfz.de.; Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK. jakob-nikolas.kather@alumni.dkfz.de.; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany. jakob-nikolas.kather@alumni.dkfz.de.; Department of Medicine 1, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany. jakob-nikolas.kather@alumni.dkfz.de. |
| Source: | Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association [Gastric Cancer] 2023 Mar; Vol. 26 (2), pp. 264-274. Date of Electronic Publication: 2022 Oct 20. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer-Verlag Tokyo Country of Publication: Japan NLM ID: 100886238 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1436-3305 (Electronic) Linking ISSN: 14363291 NLM ISO Abbreviation: Gastric Cancer Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1436-3305 |
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| DOI: | 10.1007/s10120-022-01347-0 |
