Chest
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Prediction tools without patient-reported symptoms could facilitate widespread identification of OSA. ⋯ OSA prediction tools using machine learning without patient-reported symptoms provide better diagnostic performance than logistic regression. In clinical and community-based samples, the symptomless ANN tool has diagnostic performance similar to that of a widely used prediction tool that includes patient symptoms. Machine learning-derived algorithms may have utility for widespread identification of OSA.
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Ventricular function, including left ventricular systolic dysfunction (LVSD), right ventricular systolic dysfunction (RVSD), and biventricular dysfunction (BVD), contribute to shock in cardiac ICU (CICU) patients, but the prognostic usefulness remains unclear. ⋯ Among patients admitted to the CICU, only BVD was associated independently with higher hospital mortality. The addition of echocardiography assessment to the SCAI shock criteria may facilitate improved clinical risk stratification.
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Patients undergoing surgery for early stage non-small cell lung cancer (NSCLC) may be at high risk for postoperative mortality. Access to stereotactic body radiation therapy (SBRT) may facilitate more appropriate patient selection for surgery. ⋯ Patients who underwent resection for early stage NSCLC at facilities with higher SBRT use showed lower rates of postoperative mortality. These findings suggest that the availability and use of SBRT may improve the selection of patients for surgery who are predicted to be at high risk of postoperative mortality.
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A 27-year-old man with a history of bronchiolitis obliterans caused by a severe viral illness during early childhood that necessitated lung transplantation who was receiving tacrolimus therapy presented with rapidly worsening mental status. Prior to his change in mental status, his postoperative course was complicated by severe primary graft dysfunction and acute renal failure due to acute tubular necrosis that required continuous renal replacement therapy (CRRT). The patient had a prolonged intubation that required periodic BAL for mucous plugging. ⋯ After arousing that morning, the patient became combative, violent, and confused. This altered mentation progressed throughout the day to somnolence and lethargy, necessitating endotracheal intubation for airway protection. The patient experienced subsequent hypotension that necessitated low-dose epinephrine and vasopressin infusions.