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基于加速度计的胎动检测。

Accelerometer-based fetal movement detection.

作者信息

Mesbah M, Khlif M S, East C, Smeathers J, Colditz P, Boashash B

机构信息

Centre for Clinical Research, The University of Queensland, Brisbane, Australia.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:7877-80. doi: 10.1109/IEMBS.2011.6091942.

DOI:10.1109/IEMBS.2011.6091942
PMID:22256166
Abstract

Monitoring fetal wellbeing is a compelling problem in modern obstetrics. Clinicians have become increasingly aware of the link between fetal activity (movement), well-being, and later developmental outcome. We have recently developed an ambulatory accelerometer-based fetal activity monitor (AFAM) to record 24-hour fetal movement. Using this system, we aim at developing signal processing methods to automatically detect and quantitatively characterize fetal movements. The first step in this direction is to test the performance of the accelerometer in detecting fetal movement against real-time ultrasound imaging (taken as the gold standard). This paper reports first results of this performance analysis.

摘要

监测胎儿健康状况是现代产科学中一个亟待解决的问题。临床医生越来越意识到胎儿活动(胎动)、健康状况与后期发育结果之间的联系。我们最近开发了一种基于动态加速度计的胎儿活动监测仪(AFAM),用于记录24小时的胎儿胎动。利用该系统,我们旨在开发信号处理方法,以自动检测并定量表征胎儿胎动。朝这个方向迈出的第一步是针对实时超声成像(被视为金标准)测试加速度计在检测胎儿胎动方面的性能。本文报告了该性能分析的初步结果。

相似文献

1
Accelerometer-based fetal movement detection.基于加速度计的胎动检测。
Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:7877-80. doi: 10.1109/IEMBS.2011.6091942.
2
Detection of fetal kicks using body-worn accelerometers during pregnancy: Trade-offs between sensors number and positioning.孕期使用可穿戴式加速度计检测胎动:传感器数量与位置之间的权衡
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Fetal movement counting at home with a fetal movement acceleration measurement recorder: a preliminary report.使用胎动加速测量记录仪在家中进行胎动计数:初步报告。
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The Actifetus system: a multidoppler sensor system for monitoring fetal movements.Actifetus系统:一种用于监测胎儿活动的多多普勒传感器系统。
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[Correlation of the magnitude of fetal movement associated fetal heart rate accelerations, amplitude of "classical" accelerations and transcutaneous fetal oxygen partial pressure].[胎动幅度与胎儿心率加速、“经典”加速幅度及经皮胎儿氧分压的相关性]
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引用本文的文献

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2
Passive Fetal Movement Recognition Approaches Using Hyperparameter Tuned LightGBM Model and Bayesian Optimization.使用超参数调优的 LightGBM 模型和贝叶斯优化的被动胎儿运动识别方法。
Comput Intell Neurosci. 2021 Dec 9;2021:6252362. doi: 10.1155/2021/6252362. eCollection 2021.
3
Passive Fetal Movement Signal Detection System Based on Intelligent Sensing Technology.
基于智能传感技术的被动胎儿运动信号检测系统。
J Healthc Eng. 2021 Aug 25;2021:1745292. doi: 10.1155/2021/1745292. eCollection 2021.
4
A systematic scoping review to identify the design and assess the performance of devices for antenatal continuous fetal monitoring.系统范围界定综述,旨在确定产前连续胎儿监测设备的设计,并评估其性能。
PLoS One. 2020 Dec 1;15(12):e0242983. doi: 10.1371/journal.pone.0242983. eCollection 2020.
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A Novel Fetal Movement Simulator for the Performance Evaluation of Vibration Sensors for Wearable Fetal Movement Monitors.用于可穿戴胎儿运动监测器的振动传感器性能评估的新型胎儿运动模拟器。
Sensors (Basel). 2020 Oct 23;20(21):6020. doi: 10.3390/s20216020.
6
Performance of a wearable acoustic system for fetal movement discrimination.可穿戴式声学系统用于胎儿运动鉴别性能的评估。
PLoS One. 2018 May 7;13(5):e0195728. doi: 10.1371/journal.pone.0195728. eCollection 2018.
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Fetal movements as a predictor of health.胎动作为健康的预测指标。
Acta Obstet Gynecol Scand. 2016 Sep;95(9):968-75. doi: 10.1111/aogs.12944.