[ Research ]
- Data analysis, such as feature extraction, dimension reduction, data transformation and classification, with focus on biomedical data.
- Signal processing of biological signals such as fetal heart rate (FHR) and holter ECG.
- Development of diagnostic tools for clinical using methods of artificial intelligence
- Use of hospital information systems (developed within the group) as a gateway to more precise understanding of clinical reasoning
[ Publications ]
Full list of publications for download is here.
Journal papers
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M. Doret, J. Spilka, V. Chudáček, P. Gonçalves, P. Abry
Fractal Analysis and Hurst Parameter for Intrapartum Fetal Heart Rate Variability Analysis: A Versatile Alternative to Frequency Bands and LF/HF Ratio
In PLoS ONE, 10(8), 2015. [web] [pdf] [bib] |
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L. Hruban, J. Spilka, V. Chudáček, P. Janků, et al.
Agreement on CTG intrapartum recordings between expert-obstetricians
In Journal of Evaluation in Clinical Practice, 4(8), 2015. [web] [pdf] [bib] |
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P. Karvelis, J. Spilka, G. Georgoulas, V. Chudáček, C. Stylios, L. Lhotská
Combining Latent Class Analysis Labeling with Multiclass Approach for Fetal Heart Rate Categorization
In Physiological Measurement 36, 1001-1024, 2015. [web] [pdf] [bib] |
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M. Burša, L. Lhotská, V. Chudáček, J. Spilka, P. Janků, L. Hruban
Information retrieval from hospital information system: Increasing effectivity using swarm intelligence
In Journal of Applied Logic pages 126–137. Springer, 2015. [web] [pdf] [bib] |
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J. Spilka, V. Chudáček, P. Janků, L. Hruban, M. Burša, M. Huptych, L. Zach, L. Lhotská.
Analysis of obstetricians’ decision making on CTG recordings. Journal of Biomedical Informatics 2014, 51:72-79, 2014 [web] [pdf] [bib] |
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V. Chudáček, J. Spilka, M. Burša, P. Janků, L. Hruban, M. Huptych, L. Lhotská. Open access intrapartum CTG database. BMC Pregnancy and Childbirth 2014 14(1):16, 2014. [web] [pdf] [bib] |
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V. Chudáček, J. Anden, S. Mallat, P. Abry, M. Doret Scattering Transform for Intrapartum Fetal Heart Rate Variability Fractal Analysis: A Case-Control Study IEEE Transaction on biomedical engineering 61(4):1100-1108, 2014. [web] [pdf] [bib] |
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J. Spilka, V. Chudáček, M. Koucký, L. Lhotská, M. Huptych, P. Janků, G. Georgoulas, C. Stylios.
Using nonlinear features for fetal heart rate classification. Biomedical Signal Processing and Control 7(4):350–357, 2012. [web] [pdf] [bib] |
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V. Chudáček, J. Spilka, P. Janků, M. Koucký, L. Lhotská, and M. Huptych.
Automatic evaluation of intrapartum fetal heart rate recordings:
A comprehensive analysis of useful features.
Physiological Measurement 32:1347–1360, 2011. [web] [pdf] [bib] |
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P. Kos, F. Varga, M. Handl, J. Kautzner, V. Chudáček, M. Držík, C. Povýšil, T. Trč, E. Amler, M. Hanus
Correlation of dynamic impact testing, histopathology and visual macroscopic assessment in human osteoarthritic cartilage.
Int Orthop. 35(11):1733–1739, 2011. [web] [pdf] [bib] |
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V. Chudáček, G. Georgoulas, L. Lhotská, C. Stylios, M. Petrík and M. Čepek
Examining cross-database global training to evaluate five different methods for ventricular beat classification.
Physiological Measurement 30:661–677, 2009. [web] [pdf] [bib] |
Selected conference papers
- Chudáček, V. - Spilka, J. - Huptych, M. - Lhotská, L. Linear and Non-Linear Features for Intrapartum Cardiotocography Evaluation In: Computing in Cardiology 2010 Preprints. New Jersey: IEEE, 2010
- Chudáček, V. - Spilka, J. - Rubackova, B. Evaluation of Feature Subsets for Classification of Cardiotocographic Recordings In: 35th Annual Conference on Computers in Cardiology 2008. New Jersey: IEEE, 2008
- Spilka, J. - Georgoulas, G. - Karvelis, P. - Oikonomou, V.P. - Chudáček, V. - et al. Automatic Evaluation of FHR Recordings from CTU-UHB CTG Database In: Information Technology in Bio- and Medical Informatics, ITBAM 2013. Heidelberg: Springer, 2013, p. 47-61.
- Burša, M. - Lhotská, L. - Chudáček, V. - Spilka, J. - Janku, P. - et al. Visualization in Information Retrieval from Hospital Information System In: Soft Computing Models in Industrial and Environmental Applications. Heidelberg: Springer, 2013, p. 459-467.
- Huptych, M. - Chudáček, V. - Janků, P. - Lhotská, L. An Application for Obstetrics and Neonatology: Electronic Labor Book In: IFMBE Proceedings: World Congress on Medical Physics and Biomedical Engineering. Heidelberg: Springer, 2012, vol. 39, p. 1257-1259.
- Zach, L. - Chudáček, V. - Huptych, M. - Spilka, J. - Burša, M. - et al. CTG Annotator - Novel Tool for Better Insight into Expert-obstetrician Decision Making Processes In: IFMBE Proceedings: World Congress on Medical Physics and Biomedical Engineering. Heidelberg: Springer, 2012, vol. 39
- Spilka, J. - Chudáček, V. - Burša, M. - Zach, L. - Huptych, M. - et al. Stability of Variability Features Computed from Fetal Heart Rate with Artificially Infused Missing Data In: Computing in Cardiology 2012. New York: IEEE, 2012, p. 1-4.
- Zach, L. - Chudáček, V. - Spilka, J. - Huptych, M. - Burša, M. - et al. Mobile CTG Fetal Heart Rate Assessment using Android Platform In: Computing in Cardiology. Piscataway: IEEE, 2011, p. 66.
- Chudáček, V. - Spilka, J. - Huptych, M. - Lhotská, L. Automatic Classification of Intrapartal Fetal Heart Rate Recordings - can it compete with experts? In: Information Technology in Bio-and Medical Informatics. Berlin: Springer, 2010, p. 57-59.
[ Teaching ]
We offer bachelor and diploma thesis focused on analysis of biomedical data with real clinical software application. Proficiency in one of the following programming languages or good knowledge of statistics is welcomed. Stop by or email us for more details.
For new topics of PhD thesis please see the group-website
Courses taught in winter semester of 2015: ---
Past courses: Organisation and legislative in Health Care (OZL); Introduction to biomedical engineering; Information and Comunication Technologies in Medicine
[ Other ]
Other stuff will go here... soon.