The synergism of spatial metabolomics and morphometry improves machine learning-based renal tumour subtype classification.

Journal: Clinical and translational medicine
PMID:

Abstract

No abstract available for this article.

Authors

  • Verena M Prade
    Research Unit Analytical Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.
  • Na Sun
    Research Unit Analytical Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.
  • Jian Shen
    Obstetric, Centre Hospital of Wuhan, Huazhong University of Science and Technology, Wuhan, Hubei, 430014, People's Republic of China.
  • Annette Feuchtinger
    Research Unit Analytical Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.
  • Thomas Kunzke
    Research Unit Analytical Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.
  • Achim Buck
    Research Unit Analytical Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.
  • Peter Schraml
    Institute of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.
  • Holger Moch
    Institute of Surgical Pathology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
  • Kristina Schwamborn
    Institute of Pathology, Technical University Munich, Munich, Germany.
  • Michael Autenrieth
    Department of Urology, Technical University Munich, Munich, Germany.
  • Jürgen E Gschwend
    Department of Urology, Technical University Munich, Munich, Germany.
  • Franziska Erlmeier
    Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.
  • Arndt Hartmann
    Institute of Pathology, University Hospital of Friedrich-Alexander-University Erlangen-Nürnberg, Germany.
  • Axel Walch
    Research Unit Analytical Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.