CIIRC employees list

Ing. Václav Gerla, Ph.D.

Skupina - (Research)
MístnostB-204, Jugoslavskych partyzanu 3, 160 00 Praha 6
Emailvaclav.gerla (at) cvut.cz
Telefon+420-22435-4186

Research fellow at the CIIRC.

Education

Sept. 2014 – Dec. 2014: Research internship at the Division of Cardiovascular Diseases, Department of Internal Medicine, Mayo Clinic, Rochester MN, USA.

Sept. 2012: Successfully completed Ph.D. degree in Artificial Intelligence and Biocybernetics at the Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague, Zikova 4, 166 36 Prague 6, Czech Republic.
The topic of the thesis is “Automated Analysis of Long-Term EEG Signals": http://bio.felk.cvut.cz/psglab/disertace/disertace-2012-02-29.pdf

Feb. 2005 – Feb. 2008: Ph.D. student at the Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague, Zikova 4, 166 36 Prague 6, Czech Republic.

Sept. 1998 – Feb. 2005: Master Degree in Biomedical Engineering. Faculty of Electrical Engineering, Czech Technical University in Prague, Zikova 4, 166 36 Prague 6, Czech Republic.

Publications

Author or co-author of more than 60 scientific papers, including 17 publications indexed in WoS, 4 papers in impacted journals and 28 international conference papers.

Publications in Impacted Journals (WoS):
• Gerla, V. - Paul, K. - Lhotská, L. - Krajča, V.: Multivariate Analysis of Full-Term Neonatal Polysomnographic Data. IEEE Transactions on Information Technology in Biomedicine. 2009, vol. 13, no. 1, p. 104-110.
• Djordjevič, V. - Gerla, V. - Huptych, M. - Lhotská, L. - Krajca, V.: The Development of Modules for the Support of Education in the Field of Biomedical Engineering. Elektronika ir Elektrotechnika. 2010, vol. 102, no. 6, p. 47-50.
• Vavrečka, M. - Gerla, V. - Lhotská, L. - Brunovský, M.: Frames of Reference and Their Neural Correlates Within Navigation in a 3D Environment. Visual Neuroscience. 2012, vol. 2012, no. 3, p. 183-191.
• Macaš, M. - Bhonerkar, A. M. - Kumar, R. - Kaur, R. - Kužílek, J. – Gerla, V. – Lhotska, L. – Kapur P.: Binary Social Impact Theory based Optimization and Its Applications in Pattern Recognition. Neurocomputing. 2014, vol. 132, p. 85-96.

Publications in International Conferences Proceedings (WoS):
• Krajča, V. - Petránek, S. - Mohylová, J. - Paul, K. - Gerla, V. - et al.: Neonatal EEG Sleep Stages Modelling by Temporal Profiles. In Computer Aided Systems Theory - EUROCAST 2007, Revised Selected Papers. Heidelberg: Springer, 2007, p. 195-201.
(5 citations in WoS)
• Lhotská, L. - Gerla, V. - Bukartyk, J. - Krajča, V. - Petránek, S.: Using Wavelet Transform for Feature Extraction from EEG Signal. In Biosignals 2008 - I. Setúbal: INSTICC Press, 2008, vol. 1, p. 236-241.
• Gerla, V. - Djordjevič, V. - Lhotská, L. - Krajča, V.: System Approach to Complex Signal Processing Task. In Computer Aided Systems Theory - Revised Selected Papers. Heidelberg: Springer, 2009, p. 579-586. ISSN 0302-9743.
(1 citation in WoS)
• Djordjevič, V. - Gerla, V. - Huptych, M. - Lhotská, L. - Krajča, V.: Multimedia Support in the Field of Interdisciplinary Education. In 20th EAEEIE Annual Confernce Innovation in Education for Electrical and Information Engineering. Valencia: Universidad Politécnica de Valencia, 2009.
• Macaš, M. - Vavrečka, M. - Gerla, V. - Lhotská, L.: Classification of the Emotional States Based on the EEG Signal Processing. In Proceedings of 9th Intrenational Conference on Information Technology and Applications in Biomedicine. Piscataway: IEEE, 2009.
• Gerla, V. - Djordjevič, V. - Lhotská, L. - Krajča, V.: Visualization Methods Used for Evaluation of Neonatal Polysomnographic Data. In Proceedings of 9th Intrenational Conference on Information Technology and Applications in Biomedicine. Piscataway: IEEE, 2009.
• Djordjevič, V. - Reljin, N. - Gerla, V. - Lhotská, L. - Krajča, V.: Feature Extraction and Classification of EEG Sleep Recordings in Newborns. In Proceedings of 9th Intrenational Conference on Information Technology and Applications in Biomedicine. Piscataway: IEEE, 2009.
• Krajca, V. – Petranek, S. – Mohylova, J. – Paul, K. – Gerla, V. – Lhotska, L. - Modeling the Microstructure of Neonatal EEG Sleep Stages by Temporal Profiles, 13th International Conference on Biomedical Engineering (ICBME), 2009, vol. 23(1-3), 133-137.
• Djordjevič, V. - Gerla, V. - Lhotská, L. - Krajča, V. - Paul, K.: Improvements in Processing of Neonatal Sleep Electroencephalographic Recordings. In World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany. Berlin: Springer Science+Business Media , 2009, p. 2215-2218.
• Gerla, V. - Djordjevič, V. - Vavrečka, M. - Lhotská, L. - Krajča, V.: Application of Clustering for Increasing the Evaluation Objectivity of Electroencephalographic Recordings. InProceedings of Biosignal 2010: Analysis of Biomedical Signals and Images. Brno: Brno University of Technology, 2010, p. 398-404.
• Vavrecka, M – Gerla, V. – Lhotska, L.: EEG Analysis of the Navigation Strategies in a 3D Tunnel Task. Neural Information Processing, Lecture Notes in Computer Science Volume 7062, 2011, pp 388-395.
• Macaš, M. - Gerla, V. - Lhotská, L.: Automatic Neonatal Sleep EEG Recognition with Social Impact based Feature Selection. In Soft Computing Models in Industrial and Environmental Applications. Heidelberg: Springer, 2013, p. 389-398.
(1 citation in WoS)
• Gerla, V. - Lhotská, L. - Murgaš, M. - Radisavljevič Djordjevič, V. - Krajča, V. - et al.: An Incremental Approach to Clinical EEG Data Classification. In IFMBE Proceedings - 6th European Conference of the International Federation for Medical and Biological Engineering. Heidelberg: Springer, 2014, vol. 45, p. 489-492.

Research interests

Biomedical signal processing and analysis. The main domain is long-term EEG signals processing and automated identification and classification of biomedical data.


Responsible: Václav Gerla