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Deep learning detects genetic alterations in cancer histology generated by adversarial networks.
Krause, Jeremias; Grabsch, Heike I; Kloor, Matthias; Jendrusch, Michael; Echle, Amelie; Buelow, Roman David; Boor, Peter; Luedde, Tom; Brinker, Titus J; Trautwein, Christian; Pearson, Alexander T; Quirke, Philip; Jenniskens, Josien; Offermans, Kelly; van den Brandt, Piet A; Kather, Jakob Nikolas.
Affiliation
  • Krause J; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Grabsch HI; Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, The Netherlands.
  • Kloor M; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
  • Jendrusch M; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.
  • Echle A; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.
  • Buelow RD; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Boor P; Institute of Pathology, University Hospital RWTH Aachen, Aachen, Germany.
  • Luedde T; Institute of Pathology, University Hospital RWTH Aachen, Aachen, Germany.
  • Brinker TJ; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Duesseldorf, Duesseldorf, Germany.
  • Trautwein C; Digital Biomarkers for Oncology Group (DBO), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Pearson AT; Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Quirke P; Department of Medicine, University of Chicago Medicine, Chicago, IL, USA.
  • Jenniskens J; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
  • Offermans K; Department of Epidemiology, Maastricht University Medical Center+, Maastricht, The Netherlands.
  • van den Brandt PA; Department of Epidemiology, Maastricht University Medical Center+, Maastricht, The Netherlands.
  • Kather JN; Department of Epidemiology, Maastricht University Medical Center+, Maastricht, The Netherlands.
J Pathol ; 254(1): 70-79, 2021 05.
Article in En | MEDLINE | ID: mdl-33565124
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Interpretation, Computer-Assisted / Colorectal Neoplasms / Microsatellite Instability / Deep Learning Aspects: Ethics Limits: Humans Language: En Journal: J Pathol Year: 2021 Document type: Article Affiliation country: Country of publication:
Fulltext
Add to My VHL
Print
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Interpretation, Computer-Assisted / Colorectal Neoplasms / Microsatellite Instability / Deep Learning Aspects: Ethics Limits: Humans Language: En Journal: J Pathol Year: 2021 Document type: Article Affiliation country: Country of publication: