Evaluating infant crying as a predictor of neurodevelopment

Infant Crying, a Bioacoustic Prognostic Signal for Neurodevelopment

Centre Hospitalier Universitaire de Saint Etienne · NCT06332521

This study is trying to see if the sounds of crying from newborns can help predict how well they will develop by the time they are two years old.

Quick facts

Study typeObservational
Enrollment1100 (estimated)
AgesN/A to 4 Days
SexAll
SponsorCentre Hospitalier Universitaire de Saint Etienne (other)
Locations1 site (Saint-Etienne)
Trial IDNCT06332521 on ClinicalTrials.gov

What this trial studies

This observational study aims to analyze the acoustic characteristics of crying in both term and premature infants at birth. By documenting a large database of crying recordings, the study seeks to correlate these bioacoustic features with neurodevelopmental outcomes assessed at two years of age. Utilizing deep learning and artificial intelligence, the researchers will process the data to explore the relationship between crying acoustics and clinical data from full-term infants who undergo systematic neurodevelopmental monitoring. The ultimate goal is to determine if the characteristics of an infant's cry can serve as a prognostic signal for their neurofunctional integrity.

Who should consider this trial

Good fit: Ideal candidates include full-term infants over 37 weeks and premature infants under 37 weeks born at the Saint-Etienne University Hospital.

Not a fit: Patients who may not benefit include those with antenatal pathology, perinatal asphyxia, or abnormal audiological screening results.

Why it matters

Potential benefit: If successful, this study could provide early indicators of neurodevelopmental issues in infants, allowing for timely interventions.

How similar studies have performed: While the approach of using bioacoustic signals for neurodevelopmental prediction is innovative, similar studies have not been widely reported, indicating this may be a novel exploration.

Eligibility criteria

Show full inclusion / exclusion criteria
Inclusion Criteria:

* For a full-term baby \> 37 weeks
* For a premature baby \< 37 weeks
* Born in the maternity ward of the Saint-Etienne University Hospital
* Holder of parental authority having received informed information about the study and their right to object
* Holder of parental authority affiliated to or beneficiary of a social security system
* Eutrophic between the 10th and 90th percentile on the neonatal curves)

Exclusion Criteria:

* Refusal of participation by the holder of parental authority
* Antenatal pathology, nor perinatal asphyxia
* Holder of minor parental authority
* Holder of parental authority under curatorship or guardianship
* Abnormal T1 audiological screening test.

Where this trial is running

Saint-Etienne

Study contacts

How to participate

  1. Review the eligibility criteria above with your treating physician.
  2. Visit the official trial page on ClinicalTrials.gov for the most current contact information and recruitment status.
  3. Contact the listed study coordinator or principal investigator to request pre-screening. Pre-screening is free and never obligates you to enroll.

View on ClinicalTrials.gov →

Conditions: Newborn, Vitality, Premature Infants, Infant Development, Crying

Last reviewed 2026-05-15 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.