Articles: trauma.
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Spinal injuries are difficult injuries to assess yet can be associated with significant neurological damage. To avoid secondary damage, immobilization is considered state of the art trauma care. The indication for spinal immobilization must be assessed, however, for potential complications as well as its advantages and disadvantages. ⋯ High-quality studies demonstrating the benefit of prehospital spinal immobilization are still lacking. Decision tools such as the Immo traffic light system can help weigh up the pros and cons of immobilization.
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Ulus Travma Acil Cer · Nov 2022
ReviewManagement of hepatic artery trauma during hepato-pancreato-biliary procedures: Evolving approaches, clinical outcomes, and literature review.
One of the most feared complications of surgeons dealing with hepato-pancreato-biliary (HPB) surgery is hepatic artery (HA) injury. Here, we aimed to evaluate our clinical experience (laceration, transection, ligation, and resection) related to HA traumas, which have serious morbidity and mortality risks, in the light of literature data and the rapidly evolving management methods in recent years. ⋯ Complications and deaths due to HA injury or ligation are less common today. The risk of complications increases in patients with hemodynamically unstable, jaundice, cholangitis, and sepsis. Revealing the variations in the pre-operative radiological evaluation and determining the appropriate approach plan will reduce the risks. In cases where HA injury is detected, arterial flow continuity should be tried to be maintained with primary anastomosis, arterial transpositions, or grafts.
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Review Meta Analysis
Current trends in the diagnosis and management of traumatic diaphragmatic injuries: A systematic review and a diagnostic accuracy meta-analysis of blunt trauma.
Traumatic diaphragmatic injuries (TDI) are wounds or ruptures of the diaphragm due to thoraco-abdominal trauma. Nowadays, CT-scan is considered the gold standard for TDI diagnosis. The aim of this study was to assess the current diagnostic accuracy of CT-scan in the diagnosis of TDI and describe the management of this type of injury. ⋯ CT-scan has a good sensitivity and specificity for blunt TDI diagnosis. However, TDI diagnosis and management are often delayed. The use of water-soluble contrast in CT-scan should be considered when the diagnosis of TDI is not defined after the first scan, and clinical suspicion is still high. In this context, a highly trained trauma team is essential for trauma management and correct imaging interpretation.
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Machine learning models carry unique potential as decision-making aids and prediction tools for improving patient care. Traumatically injured patients provide a uniquely heterogeneous population with severe injuries that can be difficult to predict. Given the relative infancy of machine learning applications in medicine, this systematic review aimed to better understand the current state of machine learning development and implementation to help create a basis for future research. ⋯ This review highlights the heterogeneity in the development and reporting of machine learning models for the prediction of trauma outcomes. While these models present an area of opportunity as an ancillary to clinical decision-making, we recommend more standardization and rigorous guidelines for the development of future models.