In a recent article published in the journal Diagnostics, researchers presented an innovative approach to fetal monitoring by developing a cost-effective, non-intrusive wearable device that detects fetal movement and distress in a home setting.
This research seeks to address these limitations by providing a solution that is both accessible and user-friendly, allowing for continuous monitoring in a familiar environment. The primary objective of the study is to evaluate the effectiveness of this prototype in accurately detecting fetal movements and identifying signs of distress.
Overall system configuration of non-intrusive wearable prototype for instant home fetal movement and distress detection: (a) Built fetal phonocardiography (fPCG) signal acquisition board, (b) Soldered, back view, (c) Front component view, (d) Designed acoustic, hollow cone amplifier with an electret microphone, (e) Design of maternal belt and (f) Designed maternal belt with embedded sensors and cone amplifier attached. Image Credit: https://www.mdpi.com/2075-4418/14/17/1938
Background
Fetal monitoring is crucial for ensuring the health and safety of both the mother and the fetus during pregnancy. Current methods, such as ultrasound and fetal electrocardiography, while effective, can be costly and require specialized training to operate.
Additionally, these methods often necessitate frequent visits to healthcare facilities, which can be inconvenient and stressful for expectant mothers.
The need for a more accessible solution has led to the exploration of wearable technology that can provide real-time monitoring without the drawbacks associated with traditional methods.
The study aims to understand that timely detection of fetal distress can significantly reduce the risk of adverse outcomes, including stillbirth. By leveraging advancements in sensor technology and digital signal processing, the researchers aim to create a device that is not only effective but also affordable for a wider population.
The Current Study
The study involved developing and assessing a prototype wearable device designed for noninvasive fetal monitoring. The device utilized a microcontroller integrated with a single accelerometer and a specialized fetal phonocardiography (fPCG) acquisition board, which included a low-cost microphone for capturing fetal heart sounds.
Data collection was performed on a small cohort of pregnant women, with recording sessions lasting between 5 to 15 minutes to evaluate the device's performance in real-world conditions.
The digital signal processing algorithm was implemented to enhance the accuracy of fetal movement and heart rate detection. This algorithm processed the signals obtained from the accelerometer and fPCG board, filtering out noise and isolating relevant fetal signals.
The system was designed to provide immediate feedback through a Global System for Mobile Communication (GSM)-based alert mechanism, notifying users of any detected fetal distress.
Calibration procedures were established to ensure the sensors were accurately positioned and functioning correctly. The effectiveness of the device was validated against an open-source database, focusing on its ability to achieve zero false negatives in detecting fetal movements.
Results and Discussion
The pilot study results indicated that the wearable device was successful in detecting fetal movements and monitoring FHR with a high degree of accuracy. Notably, the algorithm achieved zero false negative results, which is critical in ensuring that any potential fetal distress is promptly identified.
The alarm system was effective in providing timely alerts, with different colored LEDs indicating the status of fetal health. For instance, a green LED signified normal conditions, while yellow and red LEDs indicated low fetal movement and distress, respectively.
However, the study also identified several limitations that could impact the generalizability of the findings. The short recording durations may not have captured the full spectrum of fetal movements, as the average period of fetal rest can last between 22 to 75 minutes.
This limitation suggests that longer monitoring periods are necessary to evaluate the device's performance fully. The researchers emphasized the need for further testing across a broader range of maternal profiles and conditions to validate the device's effectiveness in different populations.
Another significant limitation noted was the potential for sensor calibration issues. Proper calibration is essential for the reliable detection of fetal movement and distress. Furthermore, the absence of comparative benchmarking against established clinical methods, such as ultrasound or fetal electrocardiography, poses a challenge for validating the device's performance against gold-standard practices.
Conclusion
The pilot study successfully demonstrated the feasibility of a cost-effective, non-intrusive wearable device for home fetal movement and distress detection. The device's design addresses many of the limitations associated with traditional fetal monitoring methods, making it a promising alternative for expectant mothers.
The incorporation of low-cost, non-invasive sensors enhances the safety and accessibility of fetal monitoring, while the digital signal processing algorithm ensures accurate calculations of fetal health indicators. Future studies should aim to include a more comprehensive dataset that encompasses a wider range of maternal profiles and fetal conditions.
Journal Reference
Mohamed H., Kathriarachchi S.K., et al. (2024). Early-Stage Prototype Assessment of Cost-Effective Non-Intrusive Wearable Device for Instant Home Fetal Movement and Distress Detection: A Pilot Study. Diagnostics 14(17):1938. DOI: 10.3390/diagnostics14171938, https://www.mdpi.com/2075-4418/14/17/1938