European journal of trauma and emergency surgery : official publication of the European Trauma Society
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Eur J Trauma Emerg Surg · Feb 2022
Evaluation of an artificial intelligence system for diagnosing scaphoid fracture on direct radiography.
The aim of this study is to determine the diagnostic performance of artificial intelligence with the use of convolutional neural networks (CNN) for detecting scaphoid fractures on anteroposterior wrist radiographs. The performance of the deep learning algorithm was also compared with that of the emergency department (ED) physician and two orthopaedic specialists (less experienced and experienced in the hand surgery). ⋯ The deep learning algorithm has the potential to be used for diagnosing scaphoid fractures on radiographs. Artificial intelligence can be useful for scaphoid fracture diagnosis particularly in the absence of an experienced orthopedist or hand surgeon.
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Eur J Trauma Emerg Surg · Feb 2022
ISS alone, is not sufficient to correctly assign patients post hoc to trauma team requirement.
An injury severity score (ISS) ≥ 16 alone, is commonly used post hoc to define the correct activation of a trauma team. However, abnormal vital functions and the requirement of life-saving procedures may also have a role in defining trauma team requirement post hoc. The aim of this study was to describe their prevalence and mortality in severely injured patients and to estimate their potential additional value in the definition of trauma team requirement as compared to the definition based on ISS alone. ⋯ Defining the true requirement of trauma team activation post hoc by using ISS ≥ 16 alone does miss a considerable number of subjects who require life-saving interventions or present with abnormal vital functions. Therefore, life-saving interventions and abnormal vital functions should be included in the definitions for trauma team requirement. Further studies have to evaluate, which life-saving procedures and abnormal vital functions are most relevant.
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Eur J Trauma Emerg Surg · Feb 2022
Reliability of the assessment of non-technical skills by using video-recorded trauma resuscitations.
Non-technical skills have gained attention, since enhancement of these skills is presumed to improve the process of trauma resuscitation. However, the reliability of assessing non-technical skills is underexposed, especially when using video analysis. Therefore, our primary aim was to assess the reliability of the Trauma Non-Technical Skills (T-NOTECHS) tool by video analysis. Secondarily, we investigated to what extent reliability increased when the T-NOTECHS was assessed by three assessors [average intra-class correlation (ICC)] instead of one (individual ICC). ⋯ Assessment of non-technical skills using the T-NOTECHS is reliable using video analysis and has an excellent reliability for the overall T-NOTECHS score. Assessment by three raters further improve the reliability, resulting in an excellent reliability for all individual domains.
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Eur J Trauma Emerg Surg · Feb 2022
The role of bed-side laparoscopy in the management of acute mesenteric ischemia of recent onset in post-cardiac surgery patients admitted to ICU.
Acute mesenteric ischemia with non-occlusive mechanism (NOMI) is a possible complication after cardiac surgery in patients admitted to Intensive Care Unit (ICU). Since the diagnosis is often difficult with CT-scan, some authors have evaluated the role of bed-side diagnostic laparoscopy (DL). We aimed to contribute to this topic with a personal series. ⋯ Seventy-three patients were enrolled. Lt included 30 patients (41%), Ls 43 (59%). The overall FP were 38 (52%), with a higher incidence in Ls. There was no difference in the mortality rate. The morbidity rate was higher in Lt, and especially in Lt-FP. The TP were 35 (47.9%). The mean operating time (OT) in the Lt-TP group was similar to the sum of the mean OT of the laparotomies plus that of the laparoscopies in the Ls-TP group. Conversely, when considering only laparotomic procedures, the Lt-TP had higher mean OT, such as an increased blood loss CONCLUSIONS: Post-cardiosurgical patients admitted to ICU have a relatively high rate of NOMI, in which CT-scan is often initially non-conclusive. Our data and those from the literature seem to show that in such cases bed-side DL may be an advantageous and safe procedure to avoid needless laparotomy and enables a more tailored open surgery.
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Eur J Trauma Emerg Surg · Feb 2022
The impact of a qualified medical documentation assistant on trauma room management.
To improve quality of trauma room management, intra- and inter-hospital benchmarking are important tools. However, primary data quality is crucial for benchmarking reliability. In this study, we analyzed the effect of a medical documentation assistant on documentation completeness in trauma room management in comparison to documentation by physicians involved in direct patient treatment. ⋯ In presence of a qualified medical documentation assistant, data completeness and time to WBCT improved significantly. Therefore, utilizing a professional DA in the trauma room appears beneficial for data quality and time management.