[ Publications ]
Our publications related to CTG analysis and data-mining in obstetrics.
Journal papers
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J. Spilka, J. Frecon, R. Leonarduzzi, N. Pustelnik, P. Abry, M. Doret
Sparse Support Vector Machine for Intrapartum Fetal Heart Rate Classification
In IEEE Journal of Biomedical and Health Informatics, 2016.
[web] [pdf] [.bib] |
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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, Early View, 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] |
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.