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Prof. Dr. Jens Haueisen

Institute Director

Phone +49 3677 69-2860

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Data analysis, modelling and inverse methods

Main Areas of Research:

  • Modelling and simulation of bioelectric and biomagnetic phenomena (boundary element method, multiple multipole method, finite element method)
  • Decomposition methods for multidimensional data (wavelets, matching pursuit, PARAFAC, ICA, multipole decompositions, multi-dipole decompositions)
  • Deterministic and stochastic optimisation algorithms for biomedical applications
  • Oscillation analysis and phase estimation methods for the investigation of information transfer in biomedical applications
  • Medical image processing
  • Applications in the area of ECG/MCG, EEG/MEG, EMG, physiological monitoring, TMS, NIRS, and magnetic markers