Articles: trauma.
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Recent evidence suggests that frailty may be a more reliable measure than age to predict outcomes following trauma. Frailty leads to prolonged hospitalisation and increased burden on the hospital system in older patients. The aim of this study is to review the prevalence of frailty in our trauma patients and the association of frailty with hospital-based and twelve-month outcomes. ⋯ After adjusting for confounding factors, frailty is associated with nearly five times the increase in odds of a discharge to further inpatient care. Long term outcomes are also significantly poorer for patients with frailty. Identifying frailty on admission may help outcomes by targeting this patient group and optimising healthcare resource usage.
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Introduction: Unplanned intensive care unit (ICU) admissions are associated with increased morbidity and mortality. This study uses interpretable machine learning to predict unplanned ICU admissions for initial nonoperative trauma patients admitted to non-ICU locations. Methods: TQIP (2020-2021) was queried for initial nonoperative adult patients admitted to non-ICU locations. ⋯ Dependency plots showed greater SHAP values for greater ISS, age, and presence of comorbidities. Conclusions: Machine learning may outperform prior attempts at predicting the risk of unplanned ICU admissions in trauma patients while identifying unique predictors. Despite this progress, further research is needed to improve predictive performance by addressing class imbalance limitations.
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Boxing is a sport well-known for the risk of injury. However, the epidemiology of boxing-associated fractures has not been well studied. This study aims to report the characteristics of boxing fractures that lead to presentation to the emergency room and evaluate the demographics and practices of the patients to prevent these injuries. ⋯ Hand fractures were the most common type of BAF. Males had significantly more BAFs, although the incidence of BAFs in females increased significantly since 2013. Fractures mainly occurred in recreational places, but from 2020-2022, most occurred at home. This shift coincided with the COVID-19 pandemic, suggesting increased home sparring. These findings emphasize the need for further research into protective measures and injury prevention in boxing.
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Observational Study
Clinical presentations, management, and outcomes of trauma in pregnancy: A retrospective observational study.
Trauma poses significant risks during pregnancy, leading to adverse outcomes. We aimed to evaluate the impact of trauma during pregnancy on maternal and fetal outcomes. ⋯ This study revealed that trauma during pregnancy is associated with adverse pregnancy outcomes, therefore, these patients should be monitored carefully. Further research is needed to explore how trauma impacts pregnancy progression and fetal well-being, and public health interventions/awareness campaigns highlighting the importance of preventive measures should target pregnant women.
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Emerg Med Australas · Feb 2025
Effects of a Virtual Trauma Clinic on admissions and length of stay for minor to moderate trauma.
To investigate the feasibility of a Virtual Trauma Clinic (VTC) for patients with minor to moderate trauma, and evaluate patient satisfaction and outcomes. ⋯ Patients with minor to moderate trauma have ongoing care needs with high rates of pain, psychological distress and disability remaining prevalent long after discharge. VTC provided an innovative strategy for hospital avoidance with high levels of patient satisfaction and no adverse effects on safety. The overall quality of care for these patients was enhanced through the provision of standardised, patient-centred and multidisciplinary follow-up.