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Uterine Ultrasound Doppler Hemodynamics of Magnesium Sulfate Combined with Labetalol in the Treatment of Pregnancy-Induced Hypertension Using Empirical Wavelet Transform Algorithm.
Comput Intell Neurosci. 2022; 2022:7951342.CI

Abstract

The aim of this study was to explore the hemodynamic changes of magnesium sulfate combined with labetalol in the treatment of pregnancy-induced hypertension (PIH) under Doppler uterine ultrasound based on the empirical wavelet transform (EWT) algorithm. 500 patients with PIH in the hospital were selected and randomly divided into the control group (n = 250) and the observation group (n = 250). The control group was treated with conventional magnesium sulfate; the observation group was given labetalol based on magnesium sulfate drip in the control group. The uterine artery blood flow simulation model was established based on the EWT algorithm and compared with a short-time Fourier transform (STFT). The normalized root mean square error (NRMSE) of the STFT method was 0.19, and the NRMSE extracted by the EWT method was 0.13. After treatment, the blood pressure index, 24-hour urinary protein, and incidence of adverse birth outcomes in the observation group were lower than those in the control group; the effective rate of the control group (90.4%) was lower than that of the observation group (97.6%); the hemodynamic indexes of the uterine artery in the observation group were lower than those in the control group, and the differences were statistically significant (P < 0.05). The estimation accuracy of the EWT method was higher than that of the traditional STFT method; the combined treatment of magnesium sulfate and labetalol in patients with PIH had a remarkable effect, which could control the blood pressure index and reduce the 24-hour urinary protein; the uterine artery Doppler ultrasound examination could change hemodynamics and improve the adverse outcomes of mothers and infants.

Authors+Show Affiliations

Department of Obstetrics, Taiyuan Maternal and Child Health Hospital, Taiyuan 030020, Shanxi, China.Department of Obstetrics, Taiyuan Maternal and Child Health Hospital, Taiyuan 030020, Shanxi, China.Department of Obstetrics, Taiyuan Maternal and Child Health Hospital, Taiyuan 030020, Shanxi, China.

Pub Type(s)

Journal Article

Language

eng

PubMed ID

35665288

Citation

Liu, Chunjuan, et al. "Uterine Ultrasound Doppler Hemodynamics of Magnesium Sulfate Combined With Labetalol in the Treatment of Pregnancy-Induced Hypertension Using Empirical Wavelet Transform Algorithm." Computational Intelligence and Neuroscience, vol. 2022, 2022, p. 7951342.
Liu C, Wang F, Yin X. Uterine Ultrasound Doppler Hemodynamics of Magnesium Sulfate Combined with Labetalol in the Treatment of Pregnancy-Induced Hypertension Using Empirical Wavelet Transform Algorithm. Comput Intell Neurosci. 2022;2022:7951342.
Liu, C., Wang, F., & Yin, X. (2022). Uterine Ultrasound Doppler Hemodynamics of Magnesium Sulfate Combined with Labetalol in the Treatment of Pregnancy-Induced Hypertension Using Empirical Wavelet Transform Algorithm. Computational Intelligence and Neuroscience, 2022, 7951342. https://doi.org/10.1155/2022/7951342
Liu C, Wang F, Yin X. Uterine Ultrasound Doppler Hemodynamics of Magnesium Sulfate Combined With Labetalol in the Treatment of Pregnancy-Induced Hypertension Using Empirical Wavelet Transform Algorithm. Comput Intell Neurosci. 2022;2022:7951342. PubMed PMID: 35665288.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Uterine Ultrasound Doppler Hemodynamics of Magnesium Sulfate Combined with Labetalol in the Treatment of Pregnancy-Induced Hypertension Using Empirical Wavelet Transform Algorithm. AU - Liu,Chunjuan, AU - Wang,Fengzhen, AU - Yin,Xueyu, Y1 - 2022/05/26/ PY - 2022/03/22/received PY - 2022/04/25/revised PY - 2022/05/07/accepted PY - 2022/6/6/entrez PY - 2022/6/7/pubmed PY - 2022/6/9/medline SP - 7951342 EP - 7951342 JF - Computational intelligence and neuroscience JO - Comput Intell Neurosci VL - 2022 N2 - The aim of this study was to explore the hemodynamic changes of magnesium sulfate combined with labetalol in the treatment of pregnancy-induced hypertension (PIH) under Doppler uterine ultrasound based on the empirical wavelet transform (EWT) algorithm. 500 patients with PIH in the hospital were selected and randomly divided into the control group (n = 250) and the observation group (n = 250). The control group was treated with conventional magnesium sulfate; the observation group was given labetalol based on magnesium sulfate drip in the control group. The uterine artery blood flow simulation model was established based on the EWT algorithm and compared with a short-time Fourier transform (STFT). The normalized root mean square error (NRMSE) of the STFT method was 0.19, and the NRMSE extracted by the EWT method was 0.13. After treatment, the blood pressure index, 24-hour urinary protein, and incidence of adverse birth outcomes in the observation group were lower than those in the control group; the effective rate of the control group (90.4%) was lower than that of the observation group (97.6%); the hemodynamic indexes of the uterine artery in the observation group were lower than those in the control group, and the differences were statistically significant (P < 0.05). The estimation accuracy of the EWT method was higher than that of the traditional STFT method; the combined treatment of magnesium sulfate and labetalol in patients with PIH had a remarkable effect, which could control the blood pressure index and reduce the 24-hour urinary protein; the uterine artery Doppler ultrasound examination could change hemodynamics and improve the adverse outcomes of mothers and infants. SN - 1687-5273 UR - https://www.unboundmedicine.com/medline/citation/35665288/Uterine_Ultrasound_Doppler_Hemodynamics_of_Magnesium_Sulfate_Combined_with_Labetalol_in_the_Treatment_of_Pregnancy-Induced_Hypertension_Using_Empirical_Wavelet_Transform_Algorithm. DB - PRIME DP - Unbound Medicine ER -