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作者:

Hao, Dongmei (Hao, Dongmei.) | An, Yang (An, Yang.) | Qiao, Xiangyun (Qiao, Xiangyun.) | Qiu, Qian (Qiu, Qian.) | Zhou, Xiya (Zhou, Xiya.) | Peng, Jin (Peng, Jin.)

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摘要:

Uterine contraction (UC) is an important clinical indictor for monitoring uterine activity. The purpose of this study is to develop a portable electrohysterogram (EHG) recording system (called PregCare) for monitoring UCs with EHG signals. The PregCare consisted of sensors, a signal acquisition device, and a computer with application software. Eight-channel EHG signals, the tocodynamometry (TOCO) signal, and maternal perception were recorded simultaneously by the signal acquisition device controlled by the computer via Bluetooth. PregCare was firstly evaluated by a signal simulator. Its relative error (RE) and coefficient of variation (CV) were calculated, and its agreement with the commercial instrument PowerLab was assessed by Bland-Altman plots. After that, PregCare was applied to 20 pregnant women in a hospital to record their EHG signals. These EHG signals were preprocessed and segmented into UCs and non-UCs. Then, the EHG features corresponding to UCs and non-UCs were extracted, respectively, including power spectral density (PSD), root mean square (RMS), peak frequency (PF), median frequency (MDF), and sample entropy (SamEn). One-way ANOVA was employed to assess the difference between UCs and non-UCs. The results show that RE and CV were less than 8% and 0.03%, respectively, which indicated the high accuracy and repeatability of PregCare. The small differences of mean and standard deviation indicated the high agreement between PregCare and PowerLab. Besides, the PSD of UCs was much larger than non-UCs between 0 and 0.7Hz. RMS of UCs was significantly larger than non-UCs (p<0.05). PF and SamEn of UCs were significantly smaller than non-UCs (p<0.05). In conclusion, the developed EHG recording system was able to record EHG signals reliably. It has the advantages of portability, low power consumption, and wireless transmission, which can be used for long-term monitoring of UCs and prediction of the preterm delivery.

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作者机构:

  • [ 1 ] [Hao, Dongmei]Beijing Univ Technol, Coll Life Sci & Bioengn, Intelligent Physiol Measurement & Clin Translat, Beijing Int Base Sci & Technol Cooperat, Beijing 100024, Peoples R China
  • [ 2 ] [An, Yang]Beijing Univ Technol, Coll Life Sci & Bioengn, Intelligent Physiol Measurement & Clin Translat, Beijing Int Base Sci & Technol Cooperat, Beijing 100024, Peoples R China
  • [ 3 ] [Qiao, Xiangyun]Beijing Univ Technol, Coll Life Sci & Bioengn, Intelligent Physiol Measurement & Clin Translat, Beijing Int Base Sci & Technol Cooperat, Beijing 100024, Peoples R China
  • [ 4 ] [Qiu, Qian]Beijing Univ Technol, Coll Life Sci & Bioengn, Intelligent Physiol Measurement & Clin Translat, Beijing Int Base Sci & Technol Cooperat, Beijing 100024, Peoples R China
  • [ 5 ] [Peng, Jin]Beijing Univ Technol, Coll Life Sci & Bioengn, Intelligent Physiol Measurement & Clin Translat, Beijing Int Base Sci & Technol Cooperat, Beijing 100024, Peoples R China
  • [ 6 ] [Zhou, Xiya]Peking Union Med Coll Hosp, Dept Obstet, Beijing 100730, Peoples R China

通讯作者信息:

  • [Hao, Dongmei]Beijing Univ Technol, Coll Life Sci & Bioengn, Intelligent Physiol Measurement & Clin Translat, Beijing Int Base Sci & Technol Cooperat, Beijing 100024, Peoples R China

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来源 :

JOURNAL OF HEALTHCARE ENGINEERING

ISSN: 2040-2295

年份: 2019

卷: 2019

ESI学科: Multidisciplinary;

ESI高被引阀值:255

被引次数:

WoS核心集被引频次: 14

SCOPUS被引频次: 14

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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