Novel AI-Based Fetal ECG Separation Algorithm Trial Opens — Advancing Non-Invasive Fetal Monitoring Technology
247 Health News Editorial
·10 Apr 2026
·3 min read
·clinical-trialsRussian researchers are developing an AI-based algorithm to separate maternal and fetal ECG signals from abdominal recordings. This technology could revolutionise non-invasive fetal monitoring by providing more accurate, continuous heart rate data during pregnancy.
Originally reported by ClinicalTrials.gov
References
- 1.I.M. Sechenov First Moscow State Medical University. (2024). The Development and Validation of Maternal and Fetal Electrocardiograms (ECG) Separation Algorithm Based on Artificial Intelligence Application. ClinicalTrials.gov. https://clinicaltrials.gov/study/NCT07518550
- 2.Alfirevic, Z., Devane, D., Gyte, G. M., & Cuthbert, A. (2017). Continuous cardiotocography (CTG) as a form of electronic fetal monitoring (EFM) for fetal assessment during labour. Cochrane Database of Systematic Reviews, 2017(2), CD006066. https://doi.org/10.1002/14651858.CD006066.pub3
- 3.Ayres-de-Campos, D., Spong, C. Y., & Chandraharan, E. (2015). FIGO consensus guidelines on intrapartum fetal monitoring: Cardiotocography. International Journal of Gynecology & Obstetrics, 131(1), 13-24. https://doi.org/10.1016/j.ijgo.2015.06.020
- 4.Behar, J., Andreotti, F., Zauner, S., Li, Q., Oster, J., & Clifford, G. D. (2014). An ECG simulator for generating maternal-foetal activity mixtures on abdominal ECG recordings. Physiological Measurement, 35(8), 1537-1550. https://doi.org/10.1088/0967-3334/35/8/1537
- 5.Reinhard, J., Hayes-Gill, B. R., Yi, Q., Hatzmann, H., & Schiermeier, S. (2012). Comparison of non-invasive fetal electrocardiogram to Doppler cardiotocogram during the 1st stage of labor. Journal of Perinatal Medicine, 40(4), 405-413. https://doi.org/10.1515/jpm-2011-0204
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