Lenka Lhotská
Department of Cybernetics, Faculty of Electrical Engineering
Czech Technical University
Room: B-206
Tel.: +420 22435 4 199
E-mail: lenka.lhotska@cvut.cz
Member of:
Lidi s celokatederní působností
Current Position:
External teacher
Current Projects:
2005-2009 Targeted Research Programme 1QS501210509 Optical mapping of brain activity,
2005-2009 Information Society Programme 1ET201210527 Knowledge-based support of diagnostics and prediction in cardiology,
2005-2009 Information Society Programme 1ET101210512 Intelligent methods for evaluation of long-term EEG recordings,
EU FP6 IST 026968 K4CARE - Knowledge-Based HomeCare eServices for an Ageing Europe (technological manager),
EU FP6 FET 013569 NiSIS - Nature-inspired Smart Information Systems
2006-2007 KONTAKT Intelligent System for Medical Data Analysis and Evaluation Based on Computational Intelligence Techniques (Czech-Greek Project)
Look at the web pages of my research group
2005-2009 Information Society Programme 1ET201210527 Knowledge-based support of diagnostics and prediction in cardiology,
2005-2009 Information Society Programme 1ET101210512 Intelligent methods for evaluation of long-term EEG recordings,
EU FP6 IST 026968 K4CARE - Knowledge-Based HomeCare eServices for an Ageing Europe (technological manager),
EU FP6 FET 013569 NiSIS - Nature-inspired Smart Information Systems
2006-2007 KONTAKT Intelligent System for Medical Data Analysis and Evaluation Based on Computational Intelligence Techniques (Czech-Greek Project)
Look at the web pages of my research group
Teaching:
Advanced course of Artificial Intelligence
Cognitive Systems
Distributed Artificial Intelligence
Medical Informatics
Introduction to Biomedical Engineering and Informatics
Cognitive Systems
Distributed Artificial Intelligence
Medical Informatics
Introduction to Biomedical Engineering and Informatics
Education:
MSc. in Technical Cybernetics at the Czech Technical University in Prague, thesis: "Application of an Expert System for Acupuncture Therapy"
PhD in Technical Cybernetics at the Czech Technical University in Prague, thesis "Blackboard Control Architecture at the FEL-EXPERT System"
PhD in Technical Cybernetics at the Czech Technical University in Prague, thesis "Blackboard Control Architecture at the FEL-EXPERT System"
Theses Supervised:
topics: Machine Learning, Multi-Agent Systems, Medical Data Evaluation, Advanced Biomedical Signal Processing
Publications:
Lhotska, L., Chudacek, V., Huptych, M.: ECG Processing. In Data Mining and Medical Knowledge Management: Cases and Applications. Hershey: IGI Publishing, 2009, p. 137-160. ISBN 978-1-60566-218-3.
Lhotska, L., Krajca, V., Mohylova, J., Petranek, S., Gerla, V.: EEG Data Mining Using PCA. In Data Mining and Medical Knowledge Management: Cases and Applications. Hershey: IGI Publishing, 2009, p. 161-180. ISBN 978-1-60566-218-3.
Gerla, V., Paul, K., Lhotska, L., Krajca, V.: Multivariate Analysis of Full-Term Neonatal Polysomnographic Data. IEEE Transactions on Information Technology in Biomedicine. 2009, vol. 13, no. 1, p. 104-110. ISSN 1089-7771.
Chudacek, V., Georgoulas, G., Lhotska, L., Stylios, C., Petrik, M. - et al.: Examining Cross-Database Global Training to Evaluate Five Different Methods for Ventricular Beat Classification. Physiological Measurement. 2009, vol. 30, no. 7, p. 661-678. ISSN 0967-3334.
3. Křemen, V. - Lhotská, L. - Macaš, M. - Čihák, R. - Kautzner, J. - et al.: A New Approach to Automated Assessment of Fractionation of Endocardial Electrograms During Atrial Fibrillation. Physiological Measurement. 2008, vol. 29, no. 12, p. 1371-1381. ISSN 0967-3334.
Lhotska, L., Marik, V., Vlcek, T.: Medical Applications of Enhanced Rule-Based Expert Systems. International Journal on Medical Informatics, Vol. 63 (1-2), 2001, pp. 61-75
Lhotska, L., Krajca, V., Mohylova, J., Petranek, S., Gerla, V.: EEG Data Mining Using PCA. In Data Mining and Medical Knowledge Management: Cases and Applications. Hershey: IGI Publishing, 2009, p. 161-180. ISBN 978-1-60566-218-3.
Gerla, V., Paul, K., Lhotska, L., Krajca, V.: Multivariate Analysis of Full-Term Neonatal Polysomnographic Data. IEEE Transactions on Information Technology in Biomedicine. 2009, vol. 13, no. 1, p. 104-110. ISSN 1089-7771.
Chudacek, V., Georgoulas, G., Lhotska, L., Stylios, C., Petrik, M. - et al.: Examining Cross-Database Global Training to Evaluate Five Different Methods for Ventricular Beat Classification. Physiological Measurement. 2009, vol. 30, no. 7, p. 661-678. ISSN 0967-3334.
3. Křemen, V. - Lhotská, L. - Macaš, M. - Čihák, R. - Kautzner, J. - et al.: A New Approach to Automated Assessment of Fractionation of Endocardial Electrograms During Atrial Fibrillation. Physiological Measurement. 2008, vol. 29, no. 12, p. 1371-1381. ISSN 0967-3334.
Lhotska, L., Marik, V., Vlcek, T.: Medical Applications of Enhanced Rule-Based Expert Systems. International Journal on Medical Informatics, Vol. 63 (1-2), 2001, pp. 61-75
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