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Information Page of SAS Employee 

Kristína Mezeiová, SAS

Education

2009 - PhD. in bionics and biomechanics, Institute of Measurement Science, SAS

2003 - Mgr. (~MSc.) in physics, Faculty of Mathematics, Physics and Informatics, Comenius University in Bratislava, Concentration on biophysics and molecular physics

Current research interests

• Analysis and modeling of biological signals

• Human sleep

• Dynamical systems and time series

Projects

• 2010-2012: Advanced classification and prediction methods in biosignal analysis and biologically inspired computer vision (VEGA 2/0019/10)

• 2012 - 2014: Modern methods for evaluation of electrophysiological signals (bilateral project between Slovak Academy of Sciences and Academy of Sciences of the Czech Republic)

• 2008 - 2010: Eye movement control: behavioral and electrophysiological markers of normal and pathological functioning (VEGA 2/0160/08)

• 2007 - 2009: Advanced methods of classification and prediction of attention decrease and sleep stages based on EEG analyses (VEGA 2/7087/27)
• 2006 - 2008: Modern methods for evaluation of electrophysiological signals (bilateral project between Slovak Academy of Sciences and Academy of Sciences of the Czech Republic)
• 2006 - 2008: MediTech - innovation program for modern biomedical technologies (ESF 13120200086)
• 2004 - 2006: Analysis of EEG based on advanced methods of mathematical statistics, artificial neural networks and nonlinear dynamics (VEGA 2/4026/04)

Publications

• MEZEIOVÁ, Kristína - PALUŠ, Milan. Comparison of coherence and phase synchronization of the human sleep electroencephalogram. Clinical Neurophysiology. In press. (see abstract or preprint). • KRAKOVSKÁ, Anna - MEZEIOVÁ Kristína. Automatic sleep scoring. Search for optimal combination of measures. Artificial Intelligence in Medicine, 2011, vol. 53, no. 1, p. 25-33. ISSN: 0933-3657. (see abstract or ask for preprint).

• VEJMELKA, Martin - PALUŠ, Milan - ŠUŠMÁKOVÁ, Kristína. Identification of nonlinear oscillatory activity embedded in broadband neural signals. International Journal of Neural Systems, 2010, vol. 20, no. 2, p. 117-128. ISSN: 0129-0657.

• ŠUŠMÁKOVÁ, Kristína - KRAKOVSKÁ, Anna. Discrimination ability of individual measures used in sleep stages classification. In Artificial Intelligence in Medicine, 2008, vol. 44, no. 3, p. 261-277. (1.960 - IF2008). ISSN: 0933-3657. (see abstract or ask for preprint)

• ŠUŠMÁKOVÁ, Kristína - KRAKOVSKÁ, Anna. Classification of Waking, Sleep Onset and Deep Sleep by Single Measures. In Measurement Science Review, 2007, vol. 7, no. 3, p. 34-38. ISSN 1335-8871. (full text)

• ŠUŠMÁKOVÁ, Kristína. Correlation Dimension versus Fractal Exponent During Sleep Onset. In Measurement Science Review, 2006, vol. 6, no. 4, p. 58-64. ISSN 1335-8871.
• ŠUŠMÁKOVÁ, Kristína. Nonlinear Prediction of Sleep Electroencephalogram. Dissertation proposal. Institute of Measurement Science, Slovak Academy of Sciences. 2005.(pdf 656 kB)
• ŠUŠMÁKOVÁ, Kristína. Human sleep and sleep EEG. In Measurement Science Review, 2004, vol. 4, p. 59-74. ISSN 1335-8871. (pdf 301 kB)
• ŠUŠMÁKOVÁ, Kristína. Nonlinear statistical analysis of human gait dynamics. MSc thesis, Faculty of matematics, physics and informatics, Comenius University Bratislava. 2003. 65 pages. (pdf 1954 kB)

Conferences

• MEZEIOVÁ, Kristína - KRAKOVSKÁ, Anna. Choice of Measurement for Phase-Space Reconstruction: Decision Based on False Nearest Neighbors Method. In MEASUREMENT 2011: Proceedings of the 8th International Conference on Measurement. Editors Ján Maňka, Viktor Witkovský, Milan Tyšler, Ivan Frollo. Smolenice, Slovakia. Institute of Measurement Science SAS, 2011, p. 55-58. ISBN 978 - 80 - 969 - 672 - 4 - 7(Full text).

• KRAKOVSKÁ, Anna - MEZEIOVÁ, Kristína. Choice of measurement for phase-space analysis: Review of the actual findings. In MEASUREMENT 2011: Proceedings of the 8th International Conference on Measurement. Editors Ján Maňka, Viktor Witkovský, Milan Tyšler, Ivan Frollo. Smolenice, Slovakia. Institute of Measurement Science SAS, 2011, p. 51-54. ISBN 978 - 80 - 969 - 672 - 4 - 7(Full text).
• TEPLAN, Michal - ŠUŠMÁKOVÁ, Kristína - PALUŠ, Milan - VEJMELKA, Martin. Audio-visual stimulation and phase synchronization in EEG. In Trends in Biomedical Engineering: Proceedings of the 8th Czech-Slovak Conference. Editor J. Púčik, E. Cocherová. Bratislava: Slovak University of Technology in Bratislava, STU Publishing House, 2009, p. 87-89. ISBN 978-80-227-3105-8.
• ŠUŠMÁKOVÁ, Kristína - KRAKOVSKÁ, Anna. Selection of measures for sleep stages classification. In MEASUREMENT 2009: 7th International Conference on Measurement. Editor Milan Tyšler, Ján Maňka, Viktor Witkovský. - Bratislava: Institute of Measurement Science SAS, 2009, p. 86-89. ISBN 978-80-969672-1-6. (full text)
• ŠUŠMÁKOVÁ, Kristína - PALUŠ, Milan - VEJMELKA, Martin. Phase synchronization in human sleep EEG: sleep stage dependence. In Conference of FP6 EU project BRACCIA - Nonlinear Physiology, Brain, Respiratory and Cardiac Causalities in Anaesthes

ia, Ljubljana, Slovenia, 2008.
• TEPLAN, Michal - ŠUŠMÁKOVÁ, Kristína - PALUŠ, Milan - VEJMELKA, Martin. Detection of phase synchronization applied to audio-visual stimulation EEG. In International CIANS conference Higher brain functions, September 28 - October 2, 2008, Smolenice.

Conference abstracts in: Activitas Nervosa Superior 50, 2008, p. 85.
• TEPLAN, Michal - ŠUŠMÁKOVÁ, Kristína - PALUŠ, Milan - VEJMELKA, Martin. Phase synchronization in human EEG during audio-visual stimulation. In International symposium Biophysical aspects of cancer, electromagnetic mechanisms. July 1-3, 2008, Praha.
• ŠUŠMÁKOVÁ, Kristína - KRAKOVSKÁ, Anna - CIMERMANOVÁ, Katarína. Spectral and nonlinear measures computed for all-night sleep EEG, ECG, EOG, and EMG. In MEDITECH - Proceedings of the ESF project conference, Slovak University of Technology in B

ratislava, 2008, p.137-141. ISBN 978-80-227-2881-2.
• ŠUŠMÁKOVÁ, Kristína - KRAKOVSKÁ, Anna. Sleep stages from wake to deep sleep: classification ability of single measures. In MEASUREMENT 2007: 6th International Conference on Measurement. Editor Ivan Frollo, Ján Maňka, Vladimír Juráš. - Bratislava: Institute of Measurement Science SAS, 2007, p. 217-220. ISBN 978-80-969672-0-9.
• ŠUŠMÁKOVÁ, Kristína. Finding the most sensitive measures for sleep stages detection. In Neuromath '06 Conference on Mathematical Neuroscience, Sant Julià de Lòria, Principat d'Andorra, 2006.(poster pdf 89 kB)
• ŠUŠMÁKOVÁ, Kristína. Complexity of EEG during sleep onset process. In MEASUREMENT 2005: 5th International Conference on Measurement - Bratislava, Institute of Measurement Science SAS, 2005, p. 217-220. ISBN: 80-967402-8-8. (poster pdf 46 kB)