Rebooting Infant Pain Care: Using Machine Learning and Skin-to-Skin Contact to Exponentially Improve Neonatal Intensive Care Unit Practice
NCT05579496 · Status: RECRUITING · Type: OBSERVATIONAL · Enrollment: 400
Last updated 2026-07-13
Summary
To address the current limitations related to infant pain assessment in the NICU, our international team of knowledge users and health/natural science/engineering/social science researchers have come together to build a machine learning algorithm that will learn how to discriminate invasive and non-invasive distress. Furthermore, to improve the use of current pain management practices, our team seeks to better understand the developmental mechanisms underlying skin-to-skin contact over time and factors that may influence its efficacy in mitigating pain responses in preterm infants. This is an ongoing naturalistic observational study.
Conditions
Sponsors & Collaborators
-
MOUNT SINAI HOSPITAL
collaborator OTHER -
University College, London
collaborator OTHER -
University College London Hospitals
collaborator OTHER -
York University
lead OTHER
Principal Investigators
-
Rebecca Pillai Riddell, PhD · York University/Mount Sinai Hospital
Eligibility
- Min Age
- 25 Weeks
- Max Age
- 33 Weeks
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2020-11-01
- Primary Completion
- 2030-03-31
- Completion
- 2031-03-31
Countries
- Canada
- United Kingdom
Study Locations
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