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Deep learning detects virus presence in cancer histology
View ORCID ProfileJakob Nikolas Kather, Jefree Schulte, Heike I. Grabsch, Chiara Loeffler, Hannah Muti, James Dolezal, Andrew Srisuwananukorn, Nishant Agrawal, Sara Kochanny, Saskia von Stillfried, Peter Boor, Takaki Yoshikawa, Dirk Jaeger, Christian Trautwein, Peter Bankhead, Nicole A. Cipriani, Tom Luedde, Alexander T. Pearson
doi: https://doi.org/10.1101/690206
Jakob Nikolas Kather
1Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
2German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
3Applied Tumor Immunity, German Cancer Research Center (DKFZ), Heidelberg, Germany
4Department of Medicine, University of Chicago, Chicago, IL, USA
Jefree Schulte
5Department of Pathology, University of Chicago Medicine, Chicago, IL, USA
Heike I. Grabsch
6Pathology & Data Analytics, Leeds Institute of Medical Research at St James’s, University of Leeds, Leeds, UK
7Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, The Netherlands
Chiara Loeffler
1Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
Hannah Muti
1Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
James Dolezal
4Department of Medicine, University of Chicago, Chicago, IL, USA
Andrew Srisuwananukorn
8Department of Medicine, University of Illinois – Chicago, Chicago, IL, USA
Nishant Agrawal
9Department of Surgery, University of Chicago, Chicago, IL, USA
Sara Kochanny
4Department of Medicine, University of Chicago, Chicago, IL, USA
Saskia von Stillfried
10Department of Pathology, University Hospital RWTH Aachen, Aachen, Germany
Peter Boor
10Department of Pathology, University Hospital RWTH Aachen, Aachen, Germany
Takaki Yoshikawa
11Department of Gastrointestinal Surgery, Kanagawa Cancer Center, Yokohama, Japan
12Department of Gastric Surgery, National Cancer Center Hospital, Tokyo, Japan
Dirk Jaeger
2German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
3Applied Tumor Immunity, German Cancer Research Center (DKFZ), Heidelberg, Germany
Christian Trautwein
1Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
Peter Bankhead
13MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
Nicole A. Cipriani
5Department of Pathology, University of Chicago Medicine, Chicago, IL, USA
Tom Luedde
1Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
Alexander T. Pearson
4Department of Medicine, University of Chicago, Chicago, IL, USA
Posted July 05, 2019.
Deep learning detects virus presence in cancer histology
Jakob Nikolas Kather, Jefree Schulte, Heike I. Grabsch, Chiara Loeffler, Hannah Muti, James Dolezal, Andrew Srisuwananukorn, Nishant Agrawal, Sara Kochanny, Saskia von Stillfried, Peter Boor, Takaki Yoshikawa, Dirk Jaeger, Christian Trautwein, Peter Bankhead, Nicole A. Cipriani, Tom Luedde, Alexander T. Pearson
bioRxiv 690206; doi: https://doi.org/10.1101/690206
Deep learning detects virus presence in cancer histology
Jakob Nikolas Kather, Jefree Schulte, Heike I. Grabsch, Chiara Loeffler, Hannah Muti, James Dolezal, Andrew Srisuwananukorn, Nishant Agrawal, Sara Kochanny, Saskia von Stillfried, Peter Boor, Takaki Yoshikawa, Dirk Jaeger, Christian Trautwein, Peter Bankhead, Nicole A. Cipriani, Tom Luedde, Alexander T. Pearson
bioRxiv 690206; doi: https://doi.org/10.1101/690206
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