Katerina Mackova, MSc
PhD student, researcher
Faculty of Electrical Engineering, Czech Technical University Prague
Scientific background
During my bachelor’s studies at the Faculty of Electrical Engineering of the Czech Technical University, I joined the research project of Ing. Radek Janča, Ph.D., as a research assistant. In my bachelor’s and master’s theses, I focused on the use of automatic image processing methods in the diagnosis of epilepsy. Since 2023 I have worked at the FEE of the Czech Technical University as a researcher in the team of Ing. Radek Janča, Ph.D. Within our research project I investigate the use of FDG-PET imaging in the diagnosis and planning of surgical treatment of drug-resistant epilepsy. Since 2023 I have also continued my studies at the FEE of the Czech Technical University in a PhD programme in Bioengineering.
Research interests
I am interested in Neuroimaging methods in medicine and neuroscience. I focus mainly on functional imaging methods. I am interested in the possibilities of automatic processing of medical images and machine learning in medicine. Currently, I focus on the use of these techniques in the diagnosis and treatment of epilepsy. I am working on a research project devoted to the use of FDG-PET imaging method in the diagnosis and planning of surgical treatment of drug-resistant epilepsy. I have been developing an algorithm for automatic detection of hypometabolic regions in FDG-PET images that can help radiologists detect brain regions suspected of generating epileptic seizures. Besides the focus on epilepsy, I am generally interested in neurological disorders and the use of Neuroimaging in their treatment. I also specialize in statistical data analysis.
Selected publications
Janca R, Jezdik P, Ebel M, Kalina A, Kudr M, Jahodova A, Krysl D, Mackova K, Straka B, Marusic P, Krsek P, Distinct patterns of interictal intracranial EEG in focal cortical dysplasia type I and II, Clinical Neurophysiology, Volume 151, 2023, Pages 10-17, ISSN 1388-2457, https://doi.org/10.1016/j.clinph.2023.03.360.