Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Follow-up study of refractory obesity treated by fasting.
42
Zitationen
3
Autoren
1968
Jahr
Abstract
<h3>Objective</h3> To identify whether the partial pressure of oxygen in arterial blood (PaO<sub>2</sub>) level at admission is an independent risk factor as a prognostic biomarker to predict postoperative pneumonia (POP) in the geriatric population who have undergone hip fracture surgical repair at our hospital. <h3>Design</h3> A retrospective cohort study. <h3>Setting</h3> This is a retrospective chart review of POP after hip fracture surgery in China. <h3>Participants</h3> In training cohort, patients aged ≥65 years who had hip fracture surgery between 1 January 2018 and 30 November 2019. In the validation cohort, a series of patients who underwent hip fracture surgery between 1 January 2020 and 28 February 2020. <h3>Interventions</h3> Receiver operating characteristic (ROC) analysis was used to obtain the area under the ROC curve (AUC) and cut-off values of PaO<sub>2</sub> to predict POP. A binomial logistic regression model was used to identify potential risk factors for POP by analysing demographic distribution factors, laboratory results, preoperative comorbidities and surgical factors. Then the regression model was validated using an independent cohort. <h3>Results</h3> In the training cohort, ROC curves were generated to compare the predictive performance of PaO<sub>2</sub> for the occurrence of POP, and the area under the receiver operating characteristic curve (AUC) was 0.653 (95% CI 0.577 to 0.729, p<0.0001), with sensitivity and specificity values of 60.0% and 63.8%, respectively. The cut-off value of the PaO<sub>2</sub> for POP was 72.5 mm Hg. Binary logistic regression analysis revealed that hypoxaemia (PaO<sub>2</sub> <72.5 mm Hg) at hospital admission (OR=3.000, 95% CI 1.629 to 5.528; p<0.0001) was independent risk factors associated with POP after hip fracture surgery. In the validation cohort, PaO<sub>2</sub> had a predictive effect for POP (AUC 0.71, 95% CI 0.541 to 0.891). <h3>Conclusions</h3> The current study revealed that the PaO<sub>2</sub> level at hospital admission is a simple and widely available biomarker predictor of POP after hip fracture surgery in elderly patients.
Ähnliche Arbeiten
"Why Should I Trust You?"
2016 · 14.866 Zit.
Coding Algorithms for Defining Comorbidities in ICD-9-CM and ICD-10 Administrative Data
2005 · 10.572 Zit.
A Comprehensive Survey on Graph Neural Networks
2020 · 9.010 Zit.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 · 8.649 Zit.
High-performance medicine: the convergence of human and artificial intelligence
2018 · 8.202 Zit.