Analysis and Interpretation of Biomedical Data Group

Welcome to the website of the Analysis and Interpretation of Biomedical Data Group at the Dept. of Cybernetics at the FEE CTU in Prague.

Our Vision

Our aim is to perform high quality research in biomedicine field and transform the academic outcomes into clinical and daily living practice.

Projects

Computational Neuroscience

Digital Medicine

Assistive Technology

Our Team

Doc. Ing. Daniel Novák, PhD

group leader
xnovakd1 (at) fel.cvut.cz

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He is a senior researcher at the Department of Cybernetics, CTU, Faculty of Electrical Engineering. Currently he reads lectures on Artificial Intelligence, Biometrics and Neuroinformatics. He publishes contributions in the field of neuroscience, ICT healthcare and ambient assisted living systems.  See more at my LinkedIn profile or personal page.

Mgr. Tomáš Sieger, PhD

senior researcher
siegetom (at) fel.cvut.cz

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Tomáš Sieger is a researcher at the Dept. of Cybernetics at the FEE, CTU and the Dept. of Neurology and Center of Clinical Neuroscience at the Charles University in Prague. He studied computer science at the Charles University in Prague and (bio)statistics at the Charles University and the University of Hasselt, Belgium. He received his PhD from FEE, CTU in 2014. Focused on biomedical data analysis and modeling, he works primarily to understand the functioning of the human brain. He also builds models of flow-cytometry data and develops software for data analysis (he wrote idendro, an interactive dendrogram exploration tool, and contributed to ggplot2, a popular R data visualization package). He is/was leading TA for courses on Logic programming, Data mining, and Statistics. See his ResearchGate profile for more information.

Ing. Eduard Bakštein, Ph.D.

senior researcher
eduard.bakstein (at) fel.cvut.cz

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Eduard Bakstein is a researcher at the compNeuroGroup, Dept. of Cybernetics at the FEE, CTU and the National Institute of Mental Health. He studied cybernetics and biomedical engineering at FEE CTU, where he also defended his PhD in 03/2017.

He is currently working on the problem of nuclei identification and atlas fitting to the microelectrode EEG and artifact/change-point detection in microelectrode EEG and other time-series data. He is the author of the sigInspect (GitHub) toolbox for automatic artifact detection. His other research interests include other machine learning, signal processing and data analysis problems.

He teaches courses on Computational neuroscience and Biometric identification, previously also Artificial Intelligence and Data Analysis.

See more on personal webpage

Ing. Jiří Anýž, Ph.D.

postdoc researcher
anyzjiri (at) fel.cvut.cz

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Ing. Jakub Schneider, Ph.D.

postdoc researcher
schnejak (at) fel.cvut.cz

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Ing. Václav Burda, Ph.D.

postdoc researcher
burdavac (at) fel.cvut.cz

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Ing. Jindřich Prokop

PhD student
prokojin(at) fel.cvut.cz

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MSc. Cheng Kang

PhD student
kangchen (at) fel.cvut.cz

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Cheng Kang is a Ph.D. student in the field of Computational Neuroscience and Intelligence. He has focused mainly on the area of Translational Neuroscience since 2013, trying to bring basic findings in neuroscience into daily life applications. There are two major problems: Natural Cognition and Brain-Computer Interface (BCI). Natural cognition studies the brain and its behavior at work. One major research problem is the study of brain dynamics of alertness, drowsiness, emotional sickness, distraction, etc. For real-world applications of BCI, we have designed wearable and wireless devices for measuring brain waves (EEG signals) and developed algorithms for brain waves analysis, especially for mental disease detection.
Github: https://github.com/ChengKang520

MSc. Ihor Varha

PhD student
varhaiho (at) fel.cvut.cz

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Igor Varga is a PhD student in the field of Computational Neuroscience. His topic is topographic analysis of MRI data and fusion with microelectrode recordings. He worked with brightfield microscopy and image analysis previously. Currently his research interests include Neuron Stem Cells, Neuronal Cell signalling, Neuronal proliferation. Neuroimaging, Brain-computer interfaces, Neuronal physiology.

Media

Contact Us

doc. Ing. Daniel Novák, Ph.D.

group leader
+420 224 357 314
xnovakd1@fel.cvut.cz