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The influence of signal loss episodes on fetal heart rate variability measures

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The most important features indicating appropriate fetal development are the measures of instantaneous variability of a fetal heart rate (FHR), describing fluctuations of the beat-to-beat heart intervals. The most popular method for the FHR acquisition is the Doppler ultrasound technique. However, it is very sensitive to various motion artifacts distorting the signal being acquired. The aim of our work was to evaluate the influence of signal loss episodes on the parameters quantitatively describing the instantaneous variability of the FHR. For this purpose we artificially inserted signal loss episodes to the recordings, in different patterns and percentage, in accordance with the real characteristics of the signal loss segments. We particularly would like to answer the question if the signals with significant amount of signal loss can be reliably evaluated by means of instantaneous variability measures, and which of these measures (numerical indices) are more robust to the missing values.
Rocznik
Tom
Strony
35--42
Opis fizyczny
Bibliogr. 21 poz., tab., wykr.
Twórcy
autor
  • Institute of Medical Technology and Equipment ITAM, 118 Roosevelt Str., 41-800 Zabrze, Poland
autor
  • Institute of Medical Technology and Equipment ITAM, 118 Roosevelt Str., 41-800 Zabrze, Poland
autor
  • Institute of Medical Technology and Equipment ITAM, 118 Roosevelt Str., 41-800 Zabrze, Poland
autor
  • Institute of Medical Technology and Equipment ITAM, 118 Roosevelt Str., 41-800 Zabrze, Poland
autor
  • Institute of Medical Technology and Equipment ITAM, 118 Roosevelt Str., 41-800 Zabrze, Poland
autor
  • Institute of Electronics, Silesian University of Technology, 16 Akademicka Str., 44-100 Gliwice, Poland
Bibliografia
  • [1] CESARELLI M., ROMANO M., BIFULCO P., et al., An algorithm for the recovery of fetal heart rate series from CTG data. Comput. Biol. Med., 2007, Vol. 37, pp. 663-669.
  • [2] CESARELLI M., ROMANO M., BIFULCO P., Technical problems in STV indexes application, IFMBE Proceedings, Medicon 2007, Vol. 16, pp. 777-780.
  • [3] CHUDACEK V., SPILKA J., BURSA M., et al., Open access intrapartum CTG database. BMC Pregnancy and hildbirth, 2014, Vol. 14:16, pp. 1-12.
  • [4] GOLDBERGER A. L., AMARAL L. A. N., GLASS L., et al., PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals, Circulation, 2000, Vol. 101, No. 23, pp. e215-e220.
  • [5] HIGUCHI T., Approach to an irregular time series on the basis of the fractal theory. Phys. D., 1988, Vol. 31, No. 2, pp. 277-283.
  • [6] JARRIN D. C., McGRATH J. J., GIOVANNIELLO S., et al., Measurement fidelity of heart rate variability signal processing: The devil is in the details. International Journal of Psychophysiology, 2012, Vol. 86, pp. 88-97.
  • [7] JEZEWSKI J., WROBEL J., HOROBA K., et al., Computerized perinatal database for retrospective qualitative assessment of cardiotocographic traces, in Proc. Healthcare Computing Conference HC96, in ”Current Perspectives in Healthcare Computing”, Editor: B. Richards, March 1996, BJHC Ltd, Great Britain, pp. 187-196.
  • [8] JEZEWSKI J., WROBEL J., HOROBA K., et al., Fetal heart rate variability: clinical experts versus computerized system interpretation. Proc. 24th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Huston, Oct 2002, pp. 1617-1618.
  • [9] JEZEWSKI J., HOROBA K., MATONIA A., et al., A new approach to cardiotocographic fetal monitoring based on analysis of bioelectrical signals. Proc. 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Cancun, Sep 2003, pp. 3145-3148.
  • [10] JEZEWSKI J., WROBEL J, HOROBA K., Comparison of Doppler ultrasound and direct electrocardiography acquisition techniques for quantification of fetal heart rate variability. IEEE Trans. Biomed. Eng., 2006, Vol. 53, No. 5, pp. 855-864.
  • [11] JEZEWSKI J., KUPKA T., HOROBA K., Extraction of Fetal Heart Rate Signal as Time Event Series from Evenly Sampled Data Acquired Using Doppler Ultrasound Technique. IEEE Trans. Biomed. Eng., 2008, Vol. 55, pp. 805-810.
  • [12] JEZEWSKI J., MATONIA A., KUPKA T., et al., Determination of the fetal heart rate from abdominal signals: evaluation of beat-to-beat accuracy in relation to the direct fetal electrocardiogram. Biomedical Engineering – Biomedizinische Technik, 2012, Vol. 57(5), pp. 383-394.
  • [13] KUPKA T., JEZEWSKI J., MATONIA A., et al., Timing events in Doppler ultrasound signal of fetal heart activity, Proc. 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Francisco, Sep 2004, pp. 337-340.
  • [14] Chang Su Lee, MASEK M., Chiou Peng Lam, TAN K. T., Towards Higher Accuracy and Better Noise-Tolerance for Fetal Heart Rate Monitoring using Doppler Ultrasound, TENCON 2009, 1-6.
  • [15] PRZYBYLA T., PANDER T., WROBEL J., et al., A Recovery of Fetal Heart Rate Signal in the Embedded Space. IFMBE Proc. of the XIII Mediterranean Conference MEDICOM’2013, L. M. Roa Romero Ed., Sevilla IX 2013, Vol. 41, pp. 563-566.
  • [16] ROOTH G., Guidelines for the use of fetal monitoring. International Journal of Gynecology Obstetrics, 1987, Vol. 25, pp. 159-167.
  • [17] SPILKA J., CHUDACEK V., BURSA M., Stability of Variability Features Computed from Fetal Heart Rate with Artificially Infused Missing Data. Computing in Cardiology, 2012, Vol. 39, pp. 917-920.
  • [18] SPILKA J., CHUDACEK V., KOUCKY M., et al., Using nonlinear features for fetal heart rate classification. Biomedical Signal Processing and Control, 2012, Vol. 7, pp. 350-357.
  • [19] SPILKA J., GEORGOULAS G., KARVELIS P., et al., Discriminating Normal from ”Abnormal” Pregnancy Cases Using an Automated FHR Evaluation Method. 8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014, LNCS 8445, 2014, pp. 521-531.
  • [20] VOICU I., GIRAULT J-M., ROUSSEL C., et al., Robust estimation of fetal heart rate from US Doppler signals, Physics Procedia, 2010, Vol. 3, pp. 691-699.
  • [21] VOICU I., MENIGOT S., KOUAME D., GIRAULT J-M., New Estimators and Guidelines for Better Use of Fetal Heart Rate Estimators with Doppler Ultrasound Devices, Computational and Mathematical Methods in Medicine, Vol. 2014, Article ID 784862, 10 pages, http://dx.doi.org/10.1155/2014/784862.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-eae01cb4-033e-410a-be1a-43b5d228c2ae
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