Respiratory rate (RR) has been shown to be a reliable predictor of cardio-pulmonary deterioration, but standard RR monitoring methods in the neonatal intensive care units (NICU) with contact leads have been related to iatrogenic complications. Video-based monitoring is a potential non-contact system that could improve patient care. This iterative design study developed a novel algorithm that produced RR from footage analyzed from stable NICU patients in open cribs with corrected gestational ages ranging from 33 to 40 weeks. The final algorithm used a proprietary technique of micromotion and stationarity detection (MSD) to model background noise to be able to amplify and record respiratory motions. We found significant correlation—r equals 0.948 (p value of 0.001)—between MSD and the current hospital standard, electrocardiogram impedance pneumography. Our video-based system showed a bias of negative 1.3 breaths and root mean square error of 6.36 breaths per minute compared to standard continuous monitoring. Further work is needed to evaluate the ability of video-based monitors to observe clinical changes in a larger population of patients over extended periods of time.
Objective
Donor human milk (DHM) can provide nutritional benefits to neonates. This study examines access to DHM and how structural barriers may exacerbate inequities.
Study Design
The median test and ANOVA test were used to compare the distribution maternal race/ethnicity and insurance status variables with DHM access for California NICUs in 2021.
Result
Across 124 NICUs, those serving a higher percentage of white families were more likely to have access to DHM (p = 0.04). NICUs with a higher percentage of Hispanic families were less likely to have access to DHM (p = 0.03). Hospitals that had higher proportions of uninsured patients were also less likely to have access to DHM (p = 0.015).
Conclusion
Inequities in DHM access and use among NICU infants begin at the structural level. Policies that reduce barriers to DHM access may reduce health inequities for Hispanic and uninsured families.
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