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Personal profile

Research

My research focuses on machine learning and applications within
medicine and biology. I use in particular neural networks, both
shallow and deep models. Current applications include:

  • Biomarker discovery, using proteomic data, for various cancer diseases, with a special focus on early detection.
  • Survival analysis in cardiac transplantation and how to optimize the match between donors and recipients.
  • Decision support for medical images e.g. whole body bone scintigraphy for prostate cancer patients.

 

UKÄ subject classification

  • Bioinformatics (Computational Biology)
  • Cancer and Oncology
  • Bioinformatics and Systems Biology

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