Ensemble Based Approach for Time Series Classification in Metabolomics.

Journal: Studies in health technology and informatics
Published Date: Jan 1, 2019

Abstract

BACKGROUND: Machine learning is one important application in the area of health informatics, however classification methods for longitudinal data are still rare.

Authors

  • Michael Netzer
    Institute of Medical Informatics, UMIT TIROL - Private University for Health Sciences and Health Technology, Eduard Wallnöfer Zentrum 1, Hall in Tirol, 6060 Austria.
  • Friedrich Hanser
    Institute of Electrical and Biomedical Engineering, UMIT, Austria.
  • Marc Breit
    Institute of Electrical and Biomedical Engineering, UMIT, Austria.
  • Klaus M Weinberger
    Institute of Electrical and Biomedical Engineering, UMIT, Austria.
  • Christian Baumgartner
    Institute of Health Care Engineering with European Notified Body of Medical Devices, Graz University of Technology, Stremayrgasse 16/II, Graz, A-8010, Austria.
  • Daniel Baumgarten
    Institute of Electrical and Biomedical Engineering, UMIT, Austria.

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