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Updated: Jun 23, 2025

Protocol and Guidelines for Point-of-Care Lung Ultrasound in Diagnosing Neonatal Pulmonary Diseases Based on International Expert Consensus
Published on: March 6, 2019
Clinical Decision Support Tool to Promote Adoption of New Neonatal Hyperbilirubinemia Guidelines
Lucia An1, Paul J Lukac2, Deepa Kulkarni1
1Department of Pediatrics at UCLA Mattel Children's Hospital, Los Angeles, California, United States.
Objective:
This study aimed to increase the adoption of revised newborn hyperbilirubinemia guidelines by building a clinical decision support (CDS) tool into templated notes.
Methods:
We created a rule-based CDS tool that correctly populates the phototherapy threshold from more than 2,700 possible values directly into the note and guides clinicians to an appropriate follow-up plan consistent with the new recommendations. We manually reviewed notes before and after CDS tool implementation to evaluate new guidelines adherence, and surveys were used to assess clinicians' perceptions.
Results:
Postintervention documentation showed a decrease in old risk stratification methods (48 to 0.4%, p < 0.01) and an increase in new phototherapy threshold usage (39 to 95%, p < 0.01) and inclusion of follow-up guidance (28 to 79%, p < 0.01). Survey responses on workflow efficiency and satisfaction did not significantly change after CDS tool implementation.
Conclusion:
Our study details an innovative CDS tool that contributed to increased adoption of newly revised guidelines after the addition of this tool to templated notes.

