Camera-based monitoring of heart rate, breathing, and oxygen levels in children

Use of Remote Photoplethysmography to Measure Heart Rate and Respiratory Rate in Pediatrics Compared to Standard Acquisition System: Prospective Comparative Trial

Not applicable Interventional Fondation Lenval · NCT06231654

This project tests whether a camera-based system can measure heart rate, breathing rate, and oxygen saturation without touching children aged 3 to under 18.

Quick facts

PhaseNot applicable
Study typeInterventional
Enrollment600 (estimated)
Ages3 Years to 17 Years
SexAll
SponsorFondation Lenval Academic / other
Locations1 site (Nice)
Trial IDNCT06231654 on ClinicalTrials.gov

What this trial studies

Remote photoplethysmography (rPPG) uses subtle red-green-blue color changes in the skin captured by a video camera to derive a plethysmographic signal and estimate vital signs. This protocol will record camera video and simultaneously record standard reference measurements (pulse oximeter, ECG or respiratory monitoring) in children seen for any reason at a pediatric hospital. Children who cannot remain sufficiently still, have known arrhythmias, immediate vital distress, neurocognitive disorders, or whose parents do not speak French are excluded. The study aims to compare rPPG-derived heart rate, respiratory rate, and oxygen saturation to conventional devices to determine accuracy and reliability in a pediatric setting.

Who should consider this trial

Good fit: Children aged 3 to under 18 who are visiting or admitted to the participating pediatric hospital and whose parent or guardian can provide informed consent in French are ideal candidates.

Not a fit: Children with known cardiac arrhythmias, pathological tremors or spasms, scleroderma, neurocognitive disorders, immediate life-threatening conditions, or whose parents do not speak French are excluded and unlikely to benefit from this approach.

Why it matters

Potential benefit: If successful, rPPG could allow quick, non-contact vital sign checks that are faster, less distressing for children, and require fewer devices and staff.

How similar studies have performed: In adults, rPPG methods have shown acceptable accuracy compared with standard monitors, but this technique has not been previously studied in pediatric patients.

Eligibility criteria

Show full inclusion / exclusion criteria
Inclusion Criteria:

* Children under 18 and over 3 years of age
* Any reason for consultation or hospitalization
* Written and signed informed consent from one parent or the person with parental authority,
* Membership of a social security scheme

Exclusion Criteria:

* Patient with a neurocognitive disorder
* Patient in immediate vital distress,
* Known cardiac arrhythmia,
* Scleroderma
* Patients suffering from pathological tremors or muscle spasms that prevent them from remaining static for the duration of the measurement.
* Parents who do not understand and/or speak French

Where this trial is running

Nice

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.
Conditions Using Remote Photoplethysmography for Physiological Parameters
Last reviewed 2026-06-10 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.