Pristupačnost
Parametric GMM reconstruction for PET imaging from a reduced set of measurements
Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling
Stochastic model for enhanced PET image reconstruction
Stochastic model for enhanced PET image reconstruction
Probabilistic description of rotational 3D PET systems
Fast reconstruction for PET scanner with incomplete sector set
Enhanced reconstruction for PET scanner with a narrow field of view using backprojection method
PET image reconstruction - a theoretical overview with deep learning and compressive sensing
Teaching
University undergraduate
- Signals and Systems (Lecturer in charge, Lecturers, Laboratory exercises)
- Signals and Systems (Lecturer in charge, Lecturers, Laboratory exercises)
University graduate
- Introduction to Data Science (Lecturer in charge, Laboratory exercises)
- Random Signals and Processes (Lecturer in charge, Laboratory exercises)
- Advanced Digital Signal Processing Methods (Laboratory exercises)
- Biomedical Signal Processing and Analysis (Laboratory exercises, Seminar)
Competences
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Computational and artificial intelligence
Machine learning Neural networks -
Mathematics
Signal processing algorithms Iterative methods Expectation-maximization algorithms Mathematical model Method of moments Optimization Gaussian mixture model Wavelet transforms -
Signal processing
Digital signal processing Filters Multidimensional signal processing -
Engineering in medicine and biology
Biomedical signal processing