Health Technology/clinical-trials

Novel AI-Based Fetal ECG Separation Algorithm Trial Opens — Advancing Non-Invasive Fetal Monitoring Technology

247 Health News Editorial

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10 Apr 2026

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3 min read

·clinical-trials

Russian 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. 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. 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. 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. 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. 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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