Objective: The association between hospital volume and outcomes following mechanical ventilation has been previously examined in diverse patient populations. The American College of Surgeons (ACS) Committee on Trauma has outlined criteria for trauma centre level designations with specific requirements for both specialty capabilities and hospital volume. Our objective is to determine the relationship between ACS centre designation and outcomes for trauma patients undergoing mechanical ventilation.
Methods: We conducted a retrospective cohort study using the National Trauma Databank (NTDB), identifying 13,933 adult (age>or=18) trauma patients receiving mechanical ventilation for greater than 48 h from 2000 to 2004 who were admitted to either an ACS Level I or Level II trauma centre. The primary endpoints examined were mortality, pneumonia and Acute Respiratory Distress Syndrome (ARDS). Univariate analysis defined differences between those patients admitted to ACS Level I and Level II facilities. Logistic regression analysis was used to identify if ACS level designation was an independent risk factor for the goal outcomes.
Results: Patients admitted to a Level I facility and mechanically ventilated for greater than 48 h were more commonly greater than age 55 (71.3% vs. 67.9%, p<0.01), hypotensive (SBP<90) (16.1% vs. 12.8%, p<0.01), and likely to have sustained injury due to penetrating mechanism (11.1% vs. 5.1%, p<0.01). On univariate analysis, mortality and the incidence of pneumonia did not differ between the two groups. Level I admission was, however, less commonly associated with the development of ARDS (5.8% vs. 7.7%, p<0.01) and patients admitted to Level I facilities were significantly more likely to be discharged to home than Level II counterparts (29.7% vs. 22.9%, p<0.01). Logistic regression revealed that, while ACS Level designation was not a predictive factor for mortality or the development of pneumonia, admission to an ACS Level II facility was an independent predictor for the development of ARDS [p<0.01, odds ratio, 95% CI: 1.35 (1.18-1.59)].
Conclusion: For trauma patients requiring mechanical ventilation for >48 h, ACS trauma centre designation had no effect on overall mortality or the incidence of pneumonia. Compared to Level I counterparts, however, patients admitted to an ACS Level II facility were significantly more likely to develop ARDS following trauma. This finding needs further investigation in a large, prospective analysis.
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Sci Rep
December 2024
Artificial Intelligence in Medical Sciences Research Center, Smart University of Medical Sciences, Tehran, Iran.
Failure to predict stroke promptly may lead to delayed treatment, causing severe consequences like permanent neurological damage or death. Early detection using deep learning (DL) and machine learning (ML) models can enhance patient outcomes and mitigate the long-term effects of strokes. The aim of this study is to compare these models, exploring their efficacy in predicting stroke.
View Article and Find Full Text PDFWorld Neurosurg
December 2024
College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia; King Abdullah International Medical Research Center, Ministry of National Guard, Riyadh, Saudi Arabia; Department of Pediatrics Neurosurgery, King Abdullah Specialist Children Hospital, Ministry of National Guard, Riyadh, Saudi Arabia.
Background: Sutural anatomy variation has long been a topic of debate among anatomists, paleontologists, and morphologists. While the exact reasons for the prevalence of this variance remains a topic of ongoing discussion, developmental and genetic factors are hypothesized to be the main reasons. Understanding the morphology and occurrence of normal sutural variations in pediatric patients is essential to making the right diagnosis, where a misinterpretation of a sutural bone may lead to an inaccurate assessment, completely misleading the diagnostic process.
View Article and Find Full Text PDFAnn Vasc Surg
December 2024
Department of Surgery, University of Florida, Jacksonville, FL.
Objectives: Our objective was to determine risk factors and operative outcomes for patients with upper extremity penetrating vascular injuries(UEPVI).
Methods: A retrospective review was performed of all adult UEPVI patients presenting to a level I trauma center between 1986 and 2019. Statistical analyses were performed to determine the independent predictors of mortality and hospital length of stay(LOS) among patients who underwent operative repair.
Ann Vasc Surg
December 2024
Comparative Effectiveness and Clinical Outcomes Research Center, Riverside University Health System, Moreno Valley, CA, USA; Loma Linda University School of Medicine, Loma Linda, CA, USA. Electronic address:
Background: The management of patients with subclavian artery injury is rapidly evolving from an open to an endovascular approach. We aim to present an analysis of management and a comparison of outcomes according to the type of approach used to treat these challenging injuries.
Methods: Adult patients with subclavian arterial injuries were abstracted from the National Inpatient Sample database from 2012 to 2014 and 2016 to 2021.
J Pediatr Surg
December 2024
Children's Hospital New Orleans, Department of Surgery, New Orleans LA 70118, USA; Louisiana State University Health Sciences Center, Department of Surgery, Division of Pediatric Surgery, New Orleans LA 70112, USA. Electronic address:
Introduction: Traumatic injury is the leading cause of pediatric mortality and morbidity in the United States. While behavioral impairments of children after traumatic brain injury (TBI) have been described, outcomes following traumatic spinal cord injury (SCI) and multi-trauma (MT) are less known. We aimed to address the prevalence of behavioral and neuropsychiatric disorders in pediatric and adolescent trauma patients.
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