[ Publications ]

Our publications related to CTG analysis and data-mining in obstetrics.

Journal papers

Spilka2016jbhi 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.
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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]
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.
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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.
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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.
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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
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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]
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]
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]
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