Department of Electrical and Computer Engineering, Clarkson University, Potsdam, NY 13699, USA.
Sensors (Basel). 2023 Feb 22;23(5):2411. doi: 10.3390/s23052411.
Maternal health includes health during pregnancy and childbirth. Each stage during pregnancy should be a positive experience, ensuring that women and their babies reach their full potential in health and well-being. However, this cannot always be achieved. According to UNFPA (United Nations Population Fund), approximately 800 women die every day from avoidable causes related to pregnancy and childbirth, so it is important to monitor mother and fetal health throughout the pregnancy. Many wearable sensors and devices have been developed to monitor both fetal and the mother's health and physical activities and reduce risk during pregnancy. Some wearables monitor fetal ECG or heart rate and movement, while others focus on the mother's health and physical activities. This study presents a systematic review of these analyses. Twelve scientific articles were reviewed to address three research questions oriented to (1) sensors and method of data acquisition; (2) processing methods of the acquired data; and (3) detection of the activities or movements of the fetus or the mother. Based on these findings, we discuss how sensors can help effectively monitor maternal and fetal health during pregnancy. We have observed that most of the wearable sensors were used in a controlled environment. These sensors need more testing in free-living conditions and to be employed for continuous monitoring before being recommended for mass implementation.
孕产妇健康包括妊娠和分娩期间的健康。妊娠期间的每个阶段都应该是积极的体验,确保妇女及其婴儿在健康和福祉方面充分发挥潜力。然而,并非总是如此。根据联合国人口基金(UNFPA)的数据,每天约有 800 名妇女因与妊娠和分娩有关的可避免原因而死亡,因此在整个妊娠期间监测母婴健康至关重要。许多可穿戴传感器和设备已被开发出来,用于监测胎儿和母亲的健康以及身体活动情况,从而降低妊娠风险。一些可穿戴设备监测胎儿心电图或心率和运动,而另一些则关注母亲的健康和身体活动。本研究对这些分析进行了系统综述。回顾了 12 篇科学文章,以解决三个研究问题,分别针对(1)传感器和数据采集方法;(2)获取数据的处理方法;以及(3)胎儿或母亲活动或运动的检测。基于这些发现,我们讨论了传感器如何有助于在妊娠期间有效监测母婴健康。我们观察到,大多数可穿戴传感器都是在受控环境中使用的。这些传感器需要在自由生活条件下进行更多的测试,并在被推荐大规模实施之前用于连续监测。