Abstract
One of the problems leading to the maternal mortality and therapeutic abortion is recognition extra genital pathologies on time. The proposed approach bases on the analyzing several hemodynamic parameters such as systolic and diastolic arterial blood pressure, stroke volume, blood volume per minute, the total peripheral resistance of vessels using the means of cluster analysis. The basic block diagram of the system for express diagnostics of EGP’s pregnant women for realization of this approach is described. The learning of the proposed system were performed with the results of medical investigations measured in 147 pregnant women with the gistosis sequela.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
The order of ministry of health of Ukraine no 676 of 31.12.2004 “about on approval of clinical protocols on obstetric and gynecological aid”. https://zakononline.com.ua/documents/show/38238_485322
Abraham, D., Adamovich, D., Turan, O., Blitzer, M., Baschat, A.: Maternal blood pressures during pregnancy and the risk of delivering a small-for-gestational-age neonate. Hypertens. Pregnancy 35(3), 350–360 (2016). https://doi.org/10.3109/10641955.2016.1150487
Allen, R., Aquilina, J., Zamora, J., Thangaratinam, S., Velauthar, L.: External validation of preexisting first trimester preeclampsia prediction models. Eur. J. Obstet. Gynecol. Reprod. Biol. 217, 119–125 (2017). https://doi.org/10.1159/000490385
Bodyanskiy, Y., Perova, I.: Online medical data stream mining based on adaptive neuro-fuzzy approaches. J. Appl. Comput. Sci. 198(4), 3–25 (2017). https://doi.org/10.15407/kvt198.04.003
Bokslag, A., Teunissen, P.W., Franssen, C., van Kesteren, F., Kamp, O., Ganzevoort, W.: Effect of early-onset preeclampsia on cardiovascular risk in the fifth decade of life. Am. J. Obstet. Gynecol. 216(5), 523.e1–523.e7 (2017). https://doi.org/10.1016/j.ajog.2017.02.015
Boyd, H.: Clinical follow-up of women after hypertensive disease in pregnancy. BJOG Int. J. Obstet. Gynaecol. 124(10), 1614 (2017). https://doi.org/10.1111/1471-0528.14707
Foo, F.L., Lees, C., McEniery, C.M., Thilaganathan, B., Wilkinson, I.: Assessment of arterial function in pregnancy: recommendations of the international working group on maternal hemodynamics. Ultrasound Obstet. Gynecol. 50(3), 324–331 (2017). https://doi.org/10.1002/uog.17565
Khmil, S.V., Franchuk, U.Y.: Peculiarities of pregnancy in women at high risk of developing late gestosis on the background of metabolic syndrome (literature review). Bull. Sci. Res. 4, 16–19 (2017)
Li, R., Callaghan, W.M., Tsigas, E.Z.: Health and economic burden of preeclampsia: no time for complacency. Am. J. Obstet. Gynecol. 217(3), 235–236 (2017). https://doi.org/10.1016/j.ajog.2017.06.011
Mabuchi, A., Yamamoto, R., Ishii, K., Muto, H., Mitsuda, N.: Significance of high-normal blood pressure during early second trimester for predicting the onset of hypertensive disorders in pregnancy. Hypertens. Pregnancy 35(2), 234–241 (2016). https://doi.org/10.3109/10641955.2016.1139719
Medved, V.I.: Extragenital pathology of pregnant women as a multidisciplinary problem. Med. Aspects Woman’s Health 3, 15–18 (2016)
Mustetsov, N.P., Bahan, S.A.: Neural network of the gestosis diagnosis system. Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia 72, 42–46 (2018)
O’Gorman, N., Poon, L.C., Rolnik, D.L., Plasencia, W., Singh, M.: Contingent screening for preterm pre-eclampsia. Ultrasound Obstet. Gynecol. 47(5), 554–559 (2016). https://doi.org/10.1002/uog.15807
Olaya-Garay, S., Velásquez-Trujillo, P., Vigil-De Gracia, P.: Blood pressure in adolescent patients with pre-eclampsia and eclampsia. Int. J. Gynaecol. Obstet. 138(3), 335–339 (2017). https://doi.org/10.1002/ijgo.12237
Pauli, J., Repke, J.: Preeclampsia: short-term and long-term implications. Obstet. Gynecol. Clin. North Am. 42(2), 299–313 (2015). https://doi.org/10.1016/j.ogc.2015.01.007
Perova, I., Bodyanskiy, Y.: Adaptive fuzzy clustering based on manhattan metrics in medical and biological applications. Bull. Natl. Univ. “Lviv Polytechnic” 826, 8–12 (2015)
Quinn, M., Cedars, M.: A canary in the coal mine: reproductive health and cardiovascular disease in women. Semin. Reprod. Med. 35(3), 250–255 (2017). https://doi.org/10.1055/s-0037-1603570
Ramadan, H., Rana, S., Nasim, R.: Myocardial performance index in hypertensive disorders of pregnancy: the relationship between blood pressures and angiogenic factors. Hypertens. Pregnancy 36(2), 161–167 (2017). https://doi.org/10.1080/10641955.2017.1280048
Sanghavi, M., Gulati, M.: Cardiovascular disease in women: primary and secondary cardiovascular disease prevention. Obstet. Gynecol. Clin. North Am. 43(2), 265–285 (2016). https://doi.org/10.1016/j.ogc.2016.01.001
Savelyeva, G.M.: Eclampsia in modern obstetrics. Obstet. Gynecol. 6, 4–9 (2010)
Sina, B.: Pregnancy and the global disease burden. Reprod. Health 170(14) (2017). https://doi.org/10.1186/s12978-017-0420-4
van der K, T., C, K., van den P, B.: Blood pressure patterns in women with gestational hypertension or mild preeclampsia at term. Eur. J. Obstet. Gynecol. Reprod. Biol. 210, 360–365 (2017). https://doi.org/10.1016/j.ejogrb.2017.01.021
Wang, Y., Hao, M., Sampson, S., et al.: Elective delivery versus expectant management for pre-eclampsia: a meta-analysis of RCTs. Arch. Gynecol. Obstet. 295, 607–622 (2017). https://doi.org/10.1007/s00404-016-4281-9
World Health Organization: Maternal mortality (2020). https://www.who.int/news-room/fact-sheets/detail/maternal-mortality
Wright, D., Gallo, D.M., Gil Pugliese, S., Casanova, C., Nicolaides, K.H.: Contingent screening for preterm pre-eclampsia. Ultrasound Obstet. Gynecol. 47(5), 554–559 (2016). https://doi.org/10.1002/uog.15807
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Perova, I., Datsok, O., Zhernova, P., Velychko, O., Bahan, S. (2021). The Approach for the Definition of Hemodynamic State in Pregnant Women with Extragenital Malformations. In: Babichev, S., Lytvynenko, V., Wójcik, W., Vyshemyrskaya, S. (eds) Lecture Notes in Computational Intelligence and Decision Making. ISDMCI 2020. Advances in Intelligent Systems and Computing, vol 1246. Springer, Cham. https://doi.org/10.1007/978-3-030-54215-3_40
Download citation
DOI: https://doi.org/10.1007/978-3-030-54215-3_40
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-54214-6
Online ISBN: 978-3-030-54215-3
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)