Dissertation topics

Available Dissertation Topics

Study program “Measurement Technology”

• Automatic Segmentation of Whole Body and Region Specific MRI: Algorithm Development and Application in Clinical Imaging
• Modeling and simulation of the cardiac electrical field and investigation of its manifestation in ECG signals in some cardiac disorders.
• Advanced Methods for Uncertainty Analysis in Technical and Biomedical Measurements
• Characterization of magnetic properties of materials using AC susceptometry

Study program “Applied Mathematics”

• Methods of Statistical Inference in Mixed Models for the Identification of Individual Brain Signatures of Pain from Neuroimaging Data
• Analysis of Noise and Causal Dependence in Stochastic Dynamical Systems

Archive of the dissertation topics

• Advanced Computational Methods for Uncertainty Analysis in Measurements
• Modeling and simulation of the cardiac electrical field for understanding its manifestation in ECG signals in some cardiac disorders
• Characterization of magnetic properties of materials using AC susceptometry
• Towards an ecologically valid BCI and head-mounted VR system for post-stroke neurorehabilitation
• Analysis of Multilead ECG Signals in Disorders of Excitation Propagation in the Heart
• Detection and evaluation of stress impacts on the examined person during scanning in an MRI scanner based on analysis of the multi-channel PPG signal
• Causal analysis of measured time series
• Probabilistic and statistical methods for the inverse problem in electrocardiography solution
• Methods and algorithms for computing probability distributions of estimators and test statistics using characteristic functions
• Rényi dimensions and entropies in causal analysis of measured time series
• Towards an ecologically valid BCI and head-mounted VR system for post-stroke neurorehabilitation
• Advanced Computational Methods for Uncertainty Analysis in Biomedical Measurements
• Development of on-chip measurements of transient characteristics of semiconductor devices
• Development of a brain-computer interface and virtual reality for motor neurorehabilitation
• Analysis of Multilead ECG Signals in Disorders of Excitation Propagation in the Heart
• Analysis of stress impacts on the examined person during scanning in an MRI scanner by the multi-channel PPG signal
• Development of new magnetometric method for diagnostics of the diseases related to iron metabolism on animal and cell models
• Complexity and causality in measured multivariate time series
• Application of deep-learning algorithms on automated MRI data processing
• Measurement of geometrical quantities in 3D objects by application of X-ray microtomography
• AI-based analysis and interpretation of electroencephalography
• Probabilistic and statistical methods for the inverse problem in electrocardiography solution
• Methods and algorithms for exact probability distribution of the selected estimators and test statistics and their applications
• Reconstruction of the causal network from time series
• Development of methods for measuring the transient characteristics of semiconductor devices
• Development of methods based on impedance spectroscopy for cell characterization
• Development of new magnetometric method for diagnostics of the diseases related to iron metabolism on animal and cell models
• Computational methods of modeling and evaluation of measurement uncertainties
• Methods for determining measurement uncertainty using virtual experiments and digital twins
• Measurement and analysis of multilead ECG signals in disorders of excitation propagation in the heart
• Measuring methods for noninvasive diagnostics of the cardiovascular system
• Causal analysis of measured multivariate time series
• Measurement of geometrical quantities in 3D objects by application of X-ray microtomography
• Analysis of stress impacts on the examined person during scanning in an MRI scanner
• Probabilistic and statistical methods for the inverse problem in electrocardiography solution
• Methods and algorithms for exact probability distribution of the selected estimators and test statistics in linear mixed models and their applications
• Reconstruction of the causal network from time series
• Detection and analysis of stress impacts on the human physiology and psychology during scanning in the low field MRI equipment
• Computational methods of modeling and evaluation of measurement uncertainties
• Measuring methods and systems for noninvasive diagnostics of the cardiovascular system
• Measurement and Analysis of Multilead ECG Signals in Disorders of Excitation Propagation in the Heart
• Development of new magnetometric method for diagnostics of the diseases related to iron metabolism on animal and cell models
• Measurement of geometrical quantities in 3D objects by application of X-ray microtomography
• Development of a platform for measurement of biological response of weak low-frequency electromagnetic fields (EMF)
• Multivariate causal analysis
• Causal analysis of complex time series
• Probabilistic and statistical methods for the inverse problem in electrocardiography solution
• Methods and algorithms for exact probability distribution of the selected estimators and test statistics in linear mixed models and their applications
• Modern methods for uncertainty evaluation in measurement
• Modeling of the cardiac electrical field and simulation of measured surface ECG potentials in selected cardiac diseases
• Analysis of noise and vibration impact on the human physiology and psychology during scanning in the low field MRI equipment
• Development of new magnetometric method for diagnostics of the diseases related to iron metabolism on animal and cell models
• Analysis of complex time series
• Measurement of geometrical quantities in 3D objects by application of X-ray microtomography
• Nuclear magnetic resonance (NMR) system sensitivity
• Analysis of complex time series generated by nonlinear dynamic systems
• Advanced methods of cells segmentation and tracking in color images acquired by optical microscope aimed at characterization of cell motility in time
• Probabilistic and statistical methods for the inverse problem in electrocardiography solution
• Methods and algorithms for the class of probability distributions based on a combination of Meier G-functions and Fox H-functions and their applications
• Development of new magnetometric method and for diagnostics of the cardiovascular and oncological diseases on animal and cell models using the nanoparticles
• Method for computatiom, averaging, imaging and evaluation of surface isochronal maps of the cardiac electrical field
• Measuring methods and systems for monitoring of vital functions and noninvasive diagnostics of the cardiovascular system
• Modeling of the cardiac electrical field and simulation of measured surface ECG potentials in selected cardiac diseases
• Automated segmentation of knee cartilage and meniscus using convolutional neural networks
• Nuclear magnetic resonance (NMR) system sensitivity
• Measurement of geometrical quantities in 3D objects by application of X-ray microtomography
• Development of a platform for measurement of biological response of weak low-frequency electromagnetic fields (EMF)
• Advanced evaluation of connective tissues using texture analysis from MR images
• Mapping and analysis of noise and vibration produced by low field MRI devices and their impact on physiology and psychology of an examined person
• Analysis of complex time series
• Statistical and metrological methods for calibration and uncertainty evaluation in measurement
• Analysis of complex time series
• Development of new magnetometric methods and devices for diagnostics and therapy of the cardiovascular and oncological diseases using the multifunction “smart” nanostructures
• Enhancing cognition using mixed reality
• Development of a platform for measurement of biological response of weak low-frequency electromagnetic fields (EMF)
• Statistical methods for uncertainty evaluation in measurement
• Measuring methods and systems for the cardiovascular system functionality diagnostics and their therapeutic application
• Modeling of the cardiac electrical field and simulation of measured surface ECG potentials in selected cardiac diseases
• Measurement of geometrical quantities of 3D objects by X-ray microtomography
• Measurement of transient characteristics of fast semiconductor devices
• Measuring methods and systems for the nuclear magnetic resonance (NMR) system sensitivity and their application in experiment