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Dynamic Critical Congenital Heart Screening With Addition of Perfusion Measurements
Sponsor: University of California, Davis
Summary
The purpose of this study is to implement and externally validate an inpatient ML algorithm that combines pulse oximetry features for critical congenital heart disease (CCHD) screening.
Key Details
Gender
All
Age Range
0 Minutes - 21 Days
Study Type
INTERVENTIONAL
Enrollment
320
Start Date
2023-08-17
Completion Date
2027-12-31
Last Updated
2026-06-18
Healthy Volunteers
Yes
Conditions
Interventions
SpO2/PIx Measurement and ML Algorithm
Right upper and any lower extremity oxygen saturation (SpO2) and perfusion index (PIx) will be measured and an online ML inference model will be used to classify a newborn as healthy versus CCHD as new pulse oximetry data is collected.
Locations (3)
UC Davis Medical Center
Davis, California, United States
Cohen Children's Medical Center
Queens, New York, United States
University of Utah Health Care
Salt Lake City, Utah, United States