Fetosense and U- Act: Novel Solutions for Monitoring Fetal Heart Rate and Uterine Activity to Reduce Neonatal Morbidity and Mortality

Shantanu Pathak, Aditya Kulkarni, A. Bondre, Prince Nadar, Rohit Srivastava, Avinash Joshi, Anjana Donakonda
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Abstract

About 0.75 million neonates die annually in India, and preterm birth contributes to 43 percent of neonatal deaths. Simple, accurate, and timeand cost-efficient labor-monitoring tools are scarce at the grassroots level, particularly for the estimated 150,000 subcenters manned by the auxiliary nurse midwives. The current standard, cardiotocography, has poor accuracy and is bulky, difficult to use, expensive, sensitive to maternal obesity and movements, and not scalable. CareNX Innovations has developed two interconnected, indigenous, and portable smartphone-enabled solutions: Fetosense, for fetal heart monitoring, and U-Act, for monitoring of uterine contractions for early identification of and intervention for preterm labor. When used with our existing mobile maternal care program, CareMother, which involves doorstep antenatal tests conducted by frontline workers using a portable diagnostic kit, cloud-based data sharing, and a mobile application, both Fetosense and U-Act can provide an end-to-end solution for effective labor monitoring to reduce postnatal complications. India reports 26 million viable pregnancies annually. Of those 50-60 percent are estimated as high risk, served by an estimated 135,000 hospitals and more than 300,000 clinics. However, India has only 35,000 gynecologists, so greater use of Fetosense and U-Act at these facilities would be beneficial. Results can be auto-interpreted using machine-learning algorithms, to correlate recurrent patterns in fetal heart rate and uterine activity with fetal cardiac function, metabolic acidosis, and neonatal outcomes. This will reduce the continuous dependence on the clinician and enable substantially greater use of remote monitoring by doctors. Problem and Context Monitoring a woman’s labor is essential to track its progress, assess fetal heart rate, and measure uterine contractions to identify any excessive activity that may lead to adverse fetal outcomes (Ayres‐de‐Campos, Spong, and Chandraharan 2015; Bakker and van Geijn 2008; Reuwer, Bruinse, and Franx 2009), which are linked to neonatal mortality and morbidity. About 0.75 million neonates die annually in India, more than anywhere else in the world. The decline in the neonatal mortality rate (NMR), from 52 per 1,000 live births in 1990 to 28 per 1,000 live births in 2013, has been slower than the reduction in mortality rates among infants and under-5 children (Sankar and others 2016). Figure 1 shows the variable distribution of neonatal mortality across the states of India.
Fetosense和U- Act:监测胎儿心率和子宫活动以降低新生儿发病率和死亡率的新方法
印度每年约有75万新生儿死亡,早产占新生儿死亡的43%。简单、准确、及时且具有成本效益的劳动力监测工具在基层是稀缺的,特别是对于由辅助护士助产士管理的约150,000个副中心。目前的标准是心脏造影,准确性差,体积大,使用困难,价格昂贵,对产妇肥胖和运动敏感,而且不可扩展。CareNX创新公司开发了两种相互关联的本土便携式智能手机解决方案:用于胎儿心脏监测的Fetosense和用于监测子宫收缩以早期识别和干预早产的U-Act。当与我们现有的移动孕产妇护理项目CareMother一起使用时,Fetosense和U-Act都可以提供端到端的解决方案,有效监测分娩,减少产后并发症。CareMother项目由一线工作人员使用便携式诊断工具包、基于云的数据共享和移动应用程序进行上门产前检查。印度每年报告有2600万例怀孕。据估计,其中50%至60%属于高风险人群,约有13.5万家医院和30多万家诊所为他们提供服务。然而,印度只有3.5万名妇科医生,因此在这些设施中更多地使用Fetosense和U-Act将是有益的。结果可以使用机器学习算法自动解释,将胎儿心率和子宫活动的复发模式与胎儿心功能、代谢性酸中毒和新生儿结局相关联。这将减少对临床医生的持续依赖,并使医生能够更多地使用远程监测。监测产妇的分娩过程对于跟踪其进展、评估胎儿心率和测量子宫收缩以识别任何可能导致不良胎儿结局的过度活动至关重要(Ayres‐de‐Campos, Spong, and Chandraharan 2015;Bakker and van Geijn 2008;Reuwer, Bruinse, and Franx, 2009),它们与新生儿死亡率和发病率有关。印度每年约有75万新生儿死亡,比世界上任何其他地方都要多。新生儿死亡率(NMR)从1990年的千分之52降至2013年的千分之28,下降速度低于婴儿和5岁以下儿童死亡率的下降速度(Sankar等,2016年)。图1显示了印度各邦新生儿死亡率的不同分布。
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