Articles: intubation.
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Unanticipated difficult laryngoscopy is associated with serious airway-related complications. We aimed to develop and test a convolutional neural network-based deep-learning model that uses lateral cervical spine radiographs to predict Cormack-Lehane grade 3 or 4 direct laryngoscopy views of the glottis. We analysed the radiographs of 5939 thyroid surgery patients at our hospital, 253 (4%) of whom had grade 3 or 4 glottic views. ⋯ The Brier score (95%CI) of the new model, 0.023 (0.021-0.025), was lower ('better') than the other models: VGG, 0.034 (0.034-0.035); ResNet, 0.033 (0.033-0.035); Xception, 0.032 (0.031-0.033); ResNext, 0.033 (0.032-0.033); DenseNet, 0.030 (0.029-0.032); SENet, 0.031 (0.029-0.032), all p < 0.001. We calculated mean (95%CI) of the new model for: R2 , 0.428 (0.388-0.468); mean squared error, 0.023 (0.021-0.025); mean absolute error, 0.048 (0.046-0.049); balanced accuracy, 0.713 (0.684-0.742); and area under the receiver operating characteristic curve, 0.965 (0.962-0.969). Radiographic features around the hyoid bone, pharynx and cervical spine were associated with grade 3 and 4 glottic views.
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Awake tracheal intubation (ATI) is recommended in airway management guidelines when significant difficulty is predicted with airway management. Use of the technique may be declining, which may have implications for patient safety or for skills acquisition and maintenance. This historical cohort database study sought to determine if the use of ATI was decreasing in our adult tertiary care center. ⋯ In this single-center historical cohort study, the use of ATI decreased significantly from 2014 to 2020. Whether this decrease will result in morbidity or mortality related to airway management is currently unclear. Regardless, it has implications for training opportunities and maintenance of competence in performing the procedure.
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Eur. J. Clin. Invest. · Jan 2023
Randomized Controlled TrialEffect of intravenous pulses of methylprednisolone 250 mg versus dexamethasone 6 mg in hospitalized adults with severe COVID-19 pneumonia: an open-label randomized trial.
The efficacy and safety of high versus medium doses of glucocorticoids for the treatment of patients with COVID-19 has shown mixed outcomes in controlled trials and observational studies. We aimed to evaluate the effectiveness of methylprednisolone 250 mg bolus versus dexamethasone 6 mg in patients with severe COVID-19. ⋯ Among severe but not critical patients with COVID-19, 250 mg/d for 3 days of methylprednisolone compared with 6 mg/d for 10 days of dexamethasone did not result in a decrease in mortality or intubation.
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Endotracheal intubation is a procedure commonly performed in the emergency department (ED). Endotracheal intubation poses a risk of exposure to infectious aerosol droplets. ⋯ The use of PPE and an AB significantly increases the total intubation time.
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Multicenter Study Observational Study
Risk factors for failed first intubation attempt in an out-of-hospital setting: a multicenter prospective study.
This study was performed to identify variables potentially associated with failure of the first intubation attempt in an out-of-hospital emergency setting, considering all aspects of tracheal intubation. This observational prospective multicenter study was performed over 17 months and involved 10 prehospital emergency medical units. After each tracheal intubation, the operator was required to provide information concerning operator and patient characteristics, as well as the environmental conditions during intubation, by completing a data collection form. ⋯ The frequency of adverse events among non-cardiac arrest patients was 17.6%; it increased with each additional intubation attempt. The first intubation attempt failed in more than 30% of cases, and seven variables were associated with increased risk of failure. Most of these factors could not be predicted.