Exploring new approaches to fetal monitoring

Feasibility stage · IRB-reviewed study · Enrolling participants in the United States

Approach. We're investigating how emerging technologies could enable earlier detection of fetal distress through more frequent, accessible monitoring.

Research areas

AreaDescription
Growth trajectory analysisInvestigating how individualized growth curves, rather than population-based percentiles, could improve early identification of growth restriction.
AI-assisted interpretationResearching machine learning approaches to interpreting complex fetal data, enabling detection of subtle patterns that indicate developing complications.
Multi-modal sensingExploring how combining multiple sensor modalities could provide complementary signals for fetal wellbeing assessment in non-clinical settings.
Clinical integrationStudying how continuous monitoring data could integrate with existing clinical pathways, supporting clinical care.

Note. Our research is ongoing. We are currently in early-stage feasibility studies and are not making claims about clinical efficacy. We are committed to rigorous validation through proper clinical trials.

References

Our work builds on decades of research in maternal-fetal medicine, ultrasound imaging, and AI-assisted diagnostics.

  1. NPJ Women's Health2024Saving babies and families from preventable harm: the current state of fetoplacental monitoringRanaei-Zamani N, David AL, Siassakos D, et al.
  2. Frontiers in Physiology2022Fetal growth restriction and stillbirth: biomarkers for identifying at-risk fetusesKing VJ, Bennet L, Stone PR, Clark A, Gunn AJ, Dhillon SK.
  3. Journal of Obstetrics and Gynaecology Research2022Prediction of preterm birth using artificial intelligence: a systematic reviewAkazawa M, Hashimoto K.
  4. JAMA Health Forum2021Prenatal care services, maternal morbidity, and perinatal mortality with the advanced maternal age cutoffGeiger CK, Clapp MA, Cohen JL.
  5. The Lancet2014International standards for fetal growth based on serial ultrasound measurements: the Fetal Growth Longitudinal Study of the INTERGROWTH-21st ProjectPapageorghiou AT, Ohuma EO, Altman DG, et al.
  6. Ultrasound in Obstetrics & Gynecology2013Perinatal morbidity and mortality in early-onset fetal growth restriction: cohort outcomes of the TRUFFLE studyLees C, Marlow N, Arabin B, et al.

Participate

We are enrolling people in their second or third trimester of pregnancy in a voluntary, IRB-reviewed feasibility study of an investigational wearable fetal monitoring device. Open to participants in the United States.

About the study