Articles: intubation.
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Pediatr Crit Care Me · Jul 2022
Assessing the Impact of Nasotracheal Intubation on Postoperative Neonates With Congenital Heart Disease: A Quality Improvement Project at a Single Heart Center.
Nasotracheal intubation (NTI) is associated with fewer unplanned extubations and improved oral motor skills compared with orotracheal intubation (OTI). Our study aimed to implement a practice change from OTI to NTI for neonatal cardiac surgery and assess impact on postoperative outcomes. ⋯ NTI is feasible and safe in neonatal cardiac surgery. System-level engagement with stakeholders is necessary to change clinical practice. NTI facilitates early SLP evaluation and treatment and significantly affects oral readiness after neonatal cardiac surgery.
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J. Thorac. Cardiovasc. Surg. · Jul 2022
Early prediction of clinical deterioration using data-driven machine-learning modeling of electronic health records.
To develop and evaluate a high-dimensional, data-driven model to identify patients at high risk of clinical deterioration from routinely collected electronic health record (EHR) data. ⋯ I-WIN accurately predicted deterioration events in critically-ill infants with high-risk congenital heart disease up to 8 hours before deterioration, potentially allowing clinicians to target interventions. We propose a paradigm shift from conventional expert consensus-based selection of risk factors to a data-driven, machine-learning methodology for risk prediction. With the increased availability of data capture in EHRs, I-WIN can be extended to broader applications in data-rich environments in critical care.
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Multicenter Study
Mechanical power during general anesthesia and postoperative respiratory failure: A multicenter retrospective cohort study.
Mechanical power during ventilation estimates the energy delivered to the respiratory system through integrating inspiratory pressures, tidal volume, and respiratory rate into a single value. It has been linked to lung injury and mortality in the acute respiratory distress syndrome, but little evidence exists regarding whether the concept relates to lung injury in patients with healthy lungs. This study hypothesized that higher mechanical power is associated with greater postoperative respiratory failure requiring reintubation in patients undergoing general anesthesia. ⋯ Higher mechanical power during ventilation is statistically associated with a greater risk of postoperative respiratory failure requiring reintubation.