Articles: trauma.
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This systematic review aims to determine the effectiveness of ambulance transportation versus helicopter transportation on mortality for trauma patients. ⋯ This systematic review found that adjusted analyses consistently favored air transport over ground transport. Unadjusted analyses showed no significant difference between the two modes of transport, except in specific subgroups. Further subgroup analyses revealed notable disparities between the two modalities, suggesting that these differences may be influenced by multiple factors. These findings highlight the need for further research to clarify the true impact of transport modality on trauma outcomes.
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Posttraumatic nightmares (PTNs) are common among service members with a history of combat or mission-related trauma and are associated with decreased well-being. Unfortunately, beyond establishing an association between mental health symptoms and PTNs, the existing literature fails to provide a more comprehensive understanding of factors associated with PTNs. The effectiveness of current recommended treatments is frequently debated, with the literature varying in levels of support. Treatment of PTN is complicated, given their association with a number of mental health difficulties including posttraumatic stress disorder (PTSD), anxiety, and depression. The present study sought to better delineate the association of these difficulties with PTNs, in an effort to inform and improve treatments for the nation's service members. ⋯ Findings support the association of PTSS, anxiety, and depression to PTNs, and, importantly, suggest that other factors may be equally or more important in understanding PTNs. Notably, increased odds of PTNs were observed among patients with pain that disrupts their sleep. The cross-sectional nature of the study allows examination of these co-occurring symptoms as they would present in the clinic, potentially informing assessment and treatment strategies; however, it precludes consideration of temporal relationships. Results highlight the importance of considering comorbid symptoms and relevant military characteristics to gain a more complete understanding of PTNs. Future research utilizing longitudinal methods are needed to inform the temporal/causal aspects of these relationships.
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Eur J Trauma Emerg Surg · Jan 2025
An open source convolutional neural network to detect and localize distal radius fractures on plain radiographs.
Distal radius fractures (DRFs) are often initially assessed by junior doctors under time constraints, with limited supervision, risking significant consequences if missed. Convolutional Neural Networks (CNNs) can aid in diagnosing fractures. This study aims to internally and externally validate an open source algorithm for the detection and localization of DRFs. ⋯ This open-source algorithm effectively detects DRFs with high accuracy and localizes them with moderate accuracy. It can assist clinicians in diagnosing suspected DRFs and is the first radiograph-based CNN externally validated on patients from multiple hospitals.