Blunt mechanism chest wall injury: initial patient assessment and acute care priorities.

Blunt mechanism chest wall injury (CWI) is commonly seen in the emergency department (ED), since it is present in around 15% of trauma patients. The thoracic cage protects the heart, lungs and trachea, thereby supporting respiration and circulation, so injury to the thorax can induce potentially life-threatening complications. Systematic care pathways have been shown to improve outcomes for patients presenting with blunt mechanism CWI, but care is not consistent across the UK. Emergency nurses have a crucial role in assessing and treating patients who present to the ED with blunt mechanism CWI. This article discusses the initial assessment and acute care priorities for this patient group. It also presents a prognostic model for predicting the probability of in-hospital complications following blunt mechanism CWI.

Study to evaluate the readability and visual appearance of online resources for blunt chest trauma: an evaluation of online resources using mixed methods.

OBJECTIVES: Blunt chest trauma (BCT) is characterised by forceful and non-penetrative impact to the chest region. Increased access to the internet has led to online healthcare resources becoming used by the public to educate themselves about medical conditions. This study aimed to determine whether online resources for BCT are at an appropriate readability level and visual appearance for the public. DESIGN: We undertook a (1) a narrative overview assessment of the website; (2) a visual assessment of the identified website material content using an adapted framework of predetermined key criteria based on the Centers for Medicare and Medicaid Services toolkit and (3) a readability assessment using five readability scores and the Flesch reading ease score using Readable software. DATA SOURCES: Using a range of key search terms, we searched Google, Bing and Yahoo websites on 9 October 2023 for online resources about BCT. RESULTS: We identified and assessed 85 websites. The median visual assessment score for the identified websites was 22, with a range of -14 to 37. The median readability score generated was 9 (14-15 years), with a range of 4.9-15.8. There was a significant association between the visual assessment and readability scores with a tendency for websites with lower readability scores having higher scores for the visual assessment (Spearman's r=-0.485; p<0.01). The median score for Flesch reading ease was 63.9 (plain English) with a range of 21.1-85.3. CONCLUSIONS: Although the readability levels and visual appearance were acceptable for the public for many websites, many of the resources had much higher readability scores than the recommended level (8-10) and visually were poor.Better use of images would improve the appearance of websites further. Less medical terminology and shorter word and sentence length would also allow the public to comprehend the contained information more easily.

Evaluation of Focused Assessment With Sonography for Trauma Completeness of Children in the Clinical Setting.

OBJECTIVES: We evaluated the completeness of real-world Focused Assessment with Sonography for Trauma (FAST) in children after blunt abdominal trauma by benchmarking against established expert guidelines. METHODS: We conducted a retrospective cohort study, analyzing a random sample of FASTs from two urban pediatric emergency departments. Two experts reviewed and labeled all FASTs for completeness using a predefined guideline of 5 anatomic views and 30 landmarks. We compared frequencies of views and landmarks as medians with interquartile ranges. RESULTS: We analyzed 200 FASTs, consisting of 1636 video clips, performed by 31 clinicians representing 198 children with a median age of 10 years (IQR 5,14). Over half of FASTs (52%) had all 5 views. The right upper quadrant view was most commonly visualized (96.5%), and suprapubic sagittal was least (65%). None of the FASTs included all 30 landmarks, ranging from 0 to 28 and median of 19 (IQR 15,23). The least visualized landmark of the right and left upper quadrants was caudal liver edge (60%) and splenic tip (64%), respectively. In the pericardial view, it was left atrium (45%). In both transverse and sagittal pelvic views, retro-uterine space was least visualized in girls, 21 and 29% respectively. CONCLUSIONS: In our study, most FAST views and landmarks were visualized. However, the pelvic sagittal view was the least frequently visualized view, and caudal liver edge was the least visualized landmark. Future research should evaluate if variability in visualizing FAST views and landmarks correlates with inconsistencies in diagnostic test performance.

Bioanalytical evaluation of wound depth and musculoskeletal injuries: Synergizing focused assessment with sonography for trauma with computed tomography/magnetic resonance imaging in orthopaedic trauma care.

Orthopaedic trauma care frequently necessitates prompt and precise assessment of musculoskeletal injuries and wound depth. The potential for improved diagnostic accuracy and patient outcomes exists with the integration of sophisticated imaging modalities such as computed tomography (CT) and magnetic resonance imaging (MRI) with focused assessment with sonography for trauma (FAST). The purpose of this research was to examine the benefits and drawbacks of this integrative method in the clinical environment. From June 2022 to September 2023, 250 patients who were admitted to Ningbo University Affiliated People's Hospital, participated in this cross-sectional observational study. Following the administration of FAST, CT and MRI were utilized to evaluate orthopaedic injuries and skin wounds in patients. Analyses of data centred on the precision of diagnoses, the influence of treatment decisions and patient outcomes. Aged and gendered differently, the study participants sustained the variety of injuries and superficial wounds that were predominantly the result of traffic accidents. The FAST assay exhibited sensitivity of 65%, specificity of 80% and 72% overall accuracy. MRI demonstrated the finest diagnostic performance (85% sensitivity, 95% specificity and 89% accuracy), whereas CT scans offered improved diagnostic efficacy (80% sensitivity, 90% specificity and 84% accuracy). Treatment decisions were substantially impacted by integration of these imaging modalities, resulting in modifications in 20%-35% of cases, depending on the specific modality employed. Specifically, MRI played a pivotal role in informing treatment approaches, influencing non-surgical as well as surgical procedures. This study substantiates the significant advantages of integrating FAST with CT and MRI in orthopaedic trauma care, particularly in the accurate assessment of wound depth. The synergistic use of these imaging techniques not only enhances diagnostic precision but also positively impacts treatment strategies and patient outcomes, emphasizing the need for a comprehensive diagnostic approach in trauma care settings.

Blunt Cerebrovascular Injury Complications in Aging Adults: A National Trauma Database Study.

INTRODUCTION: Blunt cerebrovascular injury (BCVI) is defined as a nonpenetrating injury to the carotid or vertebral arteries which can be highly morbid. Because BCVI is rare, most studies have been devoted to triaging trauma patients for BCVI identification, with little data available regarding the complications these patients experience after initial evaluation. Here, we analyze the association of complications during admission for BCVI patients. METHODS: The National Trauma Databank was queried from 2007 to 2014 for adults ≥65 y old. Demographics, incidence of BCVI, and injury data were evaluated using univariate analysis. Rates of inpatient complications due to acutely acquired infections and strokes were evaluated using univariate and multivariable analysis. RESULTS: We identified 666,815 non-BCVI and 552 BCVI patients. Patients with a BCVI were typically male, White, younger (65-75-y-old), had three or more comorbidities, and had Medicare insurance. BCVI patients had a mild head injury upon arrival at the emergency department and experienced a motor vehicle accident/fall. The median length of stay in the intensive care unit, days spent on a ventilator, and presence of polytrauma were higher among BCVI patients. BCVI patients had increased odds of experiencing a stroke and pneumonia as complications while admitted compared to their non-BCVI counterparts. CONCLUSIONS: Postinjury, patients who suffered a BCVI had higher odds of stroke and pneumonia than patients who did not experience a BCVI. Additional studies are needed to determine the modifiable risk factors associated with BCVIs among aging adults.

Sex disparities in adverse outcomes after surgically managed isolated traumatic spinal injury.

BACKGROUND: Traumatic spinal injury (TSI) encompasses a wide range of injuries affecting the spinal cord, nerve roots, bones, and soft tissues that result in pain, impaired mobility, paralysis, and death. There is some evidence suggesting that women may have different physiological responses to traumatic injury compared to men; therefore, this study aimed to investigate if there are any associations between sex and adverse outcomes following surgically managed isolated TSI. METHODS: Using the 2013-2019 TQIP database, all adult patients with isolated TSI, defined as a spine AIS ≥ 2 with an AIS ≤ 1 in all other body regions, resulting from blunt force trauma requiring spinal surgery, were eligible for inclusion in the study. The association between the sex and in-hospital mortality as well as cardiopulmonary and venothromboembolic complications was determined by calculating the risk ratio (RR) after adjusting for potential confounding using inverse probability weighting. RESULTS: A total of 43,756 patients were included. After adjusting for potential confounders, female sex was associated with a 37% lower risk of in-hospital mortality [adjusted RR (95% CI): 0.63 (0.57-0.69), p < 0.001], a 27% lower risk of myocardial infarction [adjusted RR (95% CI): 0.73 (0.56-0.95), p = 0.021], a 37% lower risk of cardiac arrest [adjusted RR (95% CI): 0.63 (0.55-0.72), p < 0.001], a 34% lower risk of deep vein thrombosis [adjusted RR (95% CI): 0.66 (0.59-0.74), p < 0.001], a 45% lower risk of pulmonary embolism [adjusted RR (95% CI): 0.55 (0.46-0.65), p < 0.001], a 36% lower risk of acute respiratory distress syndrome [adjusted RR (95% CI): 0.64 (0.54-0.76), p < 0.001], a 34% lower risk of pneumonia [adjusted RR (95% CI): 0.66 (0.60-0.72), p < 0.001], and a 22% lower risk of surgical site infection [adjusted RR (95% CI): 0.78 (0.62-0.98), p < 0.032], compared to male sex. CONCLUSION: Female sex is associated with a significantly decreased risk of in-hospital mortality as well as cardiopulmonary and venothromboembolic complications following surgical management of traumatic spinal injuries. Further studies are needed to elucidate the cause of these differences.

Focused Assessment with Sonography for Trauma (FAST) Exam: Image Acquisition.

Over the past twenty years, the Focused Assessment with Sonography for Trauma (FAST) exam has transformed the care of patients presenting with a combination of trauma (blunt or penetrating) and hypotension. In these hemodynamically unstable trauma patients, the FAST exam permits rapid and noninvasive screening for free pericardial or peritoneal fluid, the latter of which implicates intra-abdominal injury as a likely contributor to the hypotension and justifies emergent abdominal surgical exploration. Further, the abdominal portion of the FAST exam can also be used outside of the trauma setting to screen for free peritoneal fluid in patients who become hemodynamically unstable in any context, including after procedures that may inadvertently injure abdominal organs. These "non-trauma" situations of hemodynamic instability are often triaged by providers from specialties other than emergency medicine or trauma surgery who are not familiar with the FAST exam. Therefore, there is a need to promulgate knowledge about the FAST exam to all clinicians caring for critically ill patients. Toward this end, this article describes FAST exam image acquisition: patient positioning, transducer selection, image optimization, and exam limitations. Since the free fluid is likely to be found in specific anatomic locations that are unique for each canonical FAST exam view, this work centers on the unique image acquisition considerations for each window: subcostal, right upper quadrant, left upper quadrant, and pelvis.

The role of clinical and sonographic assessments in pre-operative evaluation of patients with splenic injuries in a resource-limited economy.

Background: Splenic trauma has been recognized as the most common cause of preventable deaths amongst trauma patients. Due to paucity of modern diagnostic imaging facilities in our setting, determination of the error rates and role of the simple, available diagnostic approaches are worthwhile and relevant to the practice of general surgery. Objectives: The aim was to determine the role and diagnostic accuracy of clinical and sonographic assessments of splenic injuries. Methods: This was a prospective study of the value of pre-operative clinical and sonographic assessments of patients with splenic injuries in our setting. Results: A total of 111 patients with abdominal trauma were evaluated. Of these, splenic injuries were confirmed in 75 patients intra-operatively, mainly from blunt trauma. Of the 97 cases diagnosed by clinical method, 66(68.0%) were confirmed by intraoperative findings. Similarly, of 86 sonographic diagnoses of splenic injuries, 61 (70.9%) truly had splenic trauma. Sensitivity for sonographic and clinical assessments was 84.7% and 78.9% respectively. False positive and negative rates for clinical (27.3% versus 44.1%) and ultrasonographic (29.1% versus 40.0%) assessments were high. Conclusions: Majority of splenic injuries were due to blunt abdominal trauma. The two diagnostic methods showed high sensitivity, but performed poorly for other validity tests.

Treatment of Severe Blunt Splenic Injury Varies Across Race and Insurance Type of Pediatric Patients.

INTRODUCTION: Racial and ethnic disparities in the management of adult patients with blunt splenic injuries (BSIs) have been previously demonstrated. It is unknown if similar disparities exist in pediatric patients with BSIs. Management of BSIs can include operative management, but nonoperative management (NOM) is preferred. This study assesses the association of race and insurance status on use of NOM among pediatric (aged < 18 y) patients following BSI. MATERIALS AND METHODS: Data were abstracted from the American College of Surgeons Trauma Quality Improvement Program Participant Use Files for calendar years 2013-2017. Multivariate logistic regression was used to evaluate the associations between race or insurance status and NOM while controlling for injury severity, age, and facility type. Secondary outcomes included blood transfusion within 24 h and hospital length of stay. RESULTS: We analyzed 1436 pediatric BSI patients. Black, non-Hispanic patients were less likely (odds ratio: 0.45, 95% confidence interval: 0.21-1.02, P = 0.043) to undergo NOM and stayed 0.6 d longer (P = 0.010) than White, non-Hispanic patients. Uninsured patients were less likely (odds ratio: 0.52, 95% CI: 0.25-1.11, P = 0.080) to undergo NOM and publicly insured patients stayed 0.24 d (P = 0.048) longer than privately insured patients. CONCLUSIONS: We found disparities in use of NOM for Black patients and uninsured patients as well as differences in length of stay. These results extend the literature on racial and socioeconomic disparities in care of trauma patients to pediatric BSI patients. Addressing these disparities requires additional studies aimed at identifying the underlying causes.

Artificial intelligence evaluation of focused assessment with sonography in trauma.

BACKGROUND: The focused assessment with sonography in trauma (FAST) is a widely used imaging modality to identify the location of life-threatening hemorrhage in a hemodynamically unstable trauma patient. This study evaluates the role of artificial intelligence in interpretation of the FAST examination abdominal views, as it pertains to adequacy of the view and accuracy of fluid survey positivity. METHODS: Focused assessment with sonography for trauma examination images from 2015 to 2022, from trauma activations, were acquired from a quaternary care level 1 trauma center with more than 3,500 adult trauma evaluations, annually. Images pertaining to the right upper quadrant and left upper quadrant views were obtained and read by a surgeon or radiologist. Positivity was defined as fluid present in the hepatorenal or splenorenal fossa, while adequacy was defined by the presence of both the liver and kidney or the spleen and kidney for the right upper quadrant or left upper quadrant views, respectively. Four convolutional neural network architecture models (DenseNet121, InceptionV3, ResNet50, Vgg11bn) were evaluated. RESULTS: A total of 6,608 images, representing 109 cases were included for analysis within the "adequate" and "positive" data sets. The models relayed 88.7% accuracy, 83.3% sensitivity, and 93.6% specificity for the adequate test cohort, while the positive cohort conferred 98.0% accuracy, 89.6% sensitivity, and 100.0% specificity against similar models. Augmentation improved the accuracy and sensitivity of the positive models to 95.1% accurate and 94.0% sensitive. DenseNet121 demonstrated the best accuracy across tasks. CONCLUSION: Artificial intelligence can detect positivity and adequacy of FAST examinations with 94% and 97% accuracy, aiding in the standardization of care delivery with minimal expert clinician input. Artificial intelligence is a feasible modality to improve patient care imaging interpretation accuracy and should be pursued as a point-of-care clinical decision-making tool. LEVEL OF EVIDENCE: Diagnostic Test/Criteria; Level III.

Effect of the Extended Focused Assessment With Sonography for Trauma on the Screening Performance of the National Emergency X-Radiography Utilization Study Chest Decision Instrument.

STUDY OBJECTIVE: Developed to decrease unnecessary thoracic computed tomography use in adult blunt trauma patients, the National Emergency X-Radiography Utilization Study (NEXUS) Chest clinical decision instrument does not include the extended Focused Assessment with Sonography in Trauma (eFAST). We assessed whether eFAST improves the NEXUS Chest clinical decision instrument's diagnostic performance and may replace the chest radiograph (CXR) as a predictor variable. METHODS: We performed a secondary analysis of prospective data from 8 Level I trauma centers from 2011-2014. We compared performance of modified clinical decision instruments that (1) added eFAST as a predictor (eFAST-added clinical decision instrument), and (2) replaced CXR with eFAST (eFAST-replaced clinical decision instrument), in screening for blunt thoracic injuries. RESULTS: One thousand nine hundred fifty-seven patients had documented computed tomography, CXR, clinical NEXUS criteria, and adequate eFAST; 624 (31.9%) patients had blunt thoracic injuries, and 126 (6.4%) had major injuries. Compared to the NEXUS Chest clinical decision instrument, the eFAST-added clinical decision instrument demonstrated unchanged screening performance for major injury (sensitivity 0.98 [0.94 to 1.00], specificity 0.28 [0.26 to 0.30]) or any injury (sensitivity 0.97 [0.95 to 0.98], specificity 0.21 [0.19 to 0.23]). The eFAST-replaced clinical decision instrument demonstrated unchanged sensitivity for major injury (sensitivity 0.93 [0.87 to 0.97], specificity 0.31 [0.29 to 0.34]) and decreased sensitivity for any injury (0.93 [0.91 to 0.951] versus 0.97 [0.953 to 0.98]). CONCLUSION: In our secondary analysis, adding eFAST as a predictor variable did not improve the diagnostic screening performance of the original NEXUS Chest clinical decision instrument; eFAST cannot replace the CXR criterion of the NEXUS Chest clinical decision instrument.

Using Right-Sided Roll to Improve Reliability of Focused Assessment with Sonography in Trauma: An Eastern Association for the Surgery of Trauma Multicenter Prospective Study.

BACKGROUND: The Focused Assessment Sonography in Trauma (FAST) examination is the standard of care for detecting hemoperitoneum in hypotensive blunt trauma patients. A pilot study demonstrated earlier identification of intra-abdominal fluid via FAST after right-sided roll (FASTeR) when compared with the standard FAST. The purpose of this study was to evaluate this phenomenon prospectively in hypotensive blunt trauma patients. STUDY DESIGN: An Eastern Association for the Surgery of Trauma-approved multicenter prospective trial was performed June 2016 to October 2020 at 8 designated trauma centers. Hypotensive adult blunt trauma patients were included. A traditional FAST examination was performed. After this, the secondary survey logroll for back examination was standardized to the patient's right side. A repeat supine right upper quadrant ultrasound view was obtained. The presence or absence of hemoperitoneum was confirmed by CT scan or intraoperative findings. FAST and FASTeR were compared using receiver operating characteristics. The area under the curve was calculated. RESULTS: A total of 182 patients met inclusion criteria. A total of 65 patients (35.7%) had hemoperitoneum on CT scan or intraoperative findings. The sensitivity of FASTeR was 47.7%, and of FAST was 40.0% (p = 0.019). The receiver operating characteristics area under the curve of the FASTeR examination was 0.717 vs 0.687 for the FAST examination (p = 0.091). CONCLUSIONS: Addition of a right upper quadrant view after right-sided roll does improve the sensitivity of the FAST examination while maintaining the standard positive predictive value. We demonstrate a trend that does not reach statistical significance about the overall accuracy. This multicenter prospective trial was underpowered to reveal a statistically significant difference in the overall accuracy as measured by the receiver operating characteristics area under the curve.

Pediatric cerebrovascular trauma: Incidence, management, and outcomes.

BACKGROUND: Pediatric cerebrovascular trauma (CVT) is rare. There is an increasing use of endovascular management in vascular trauma. We studied the incidence, management, and outcomes of CVT in the pediatric population using the NTDB (National Trauma Data Bank). METHODS: The NTDB was queried for CVT in patients less than 18 years of age over a recent three-year period (2017-2019). Demographics, injury mechanism, type and location, Glasgow Coma Score (GCS), length of stay (LOS), surgical approach (open vs endovascular), and morbidity/mortality were evaluated. Statistical analysis included χ2 and student's t-tests or Fisher's exact tests where appropriate. RESULTS: Of 386,918 pediatric trauma cases, 1536 (0.4%) suffered 1821 CVT. Blunt trauma accounted for 69.3%. Patients were predominantly male (65.4%) and white (57.5%), with an mean age of 14 years. There were 998 (55%) carotid artery injuries, including 846 common/internal carotid and 145 external carotid. Other vessel injuries included 141 (11%) intracranial carotid, 571 (31%) vertebral artery and 252 (14%) jugular vein. Mean number of vessels injured was 1.2. Motor vehicle trauma was most common (49.3%) followed by firearm injury (21%). The mean GCS was 11, and mean total LOS was 11.3 days. Majority of interventions were performed in an open fashion (65.7%), whereas 29.7% were performed endovascularly. Stroke rate was 3.1%. Patients with multiple vascular injuries had an overall mortality of 29% (p<0.0001). CONCLUSION: While not accorded as much importance as blunt injury, penetrating CVT comprises of 30% of injuries. Nearly 1/3rd of all cases needing surgical intervention were managed with endovascular techniques. LEVEL OF EVIDENCE: III.

Value of NEXUS chest rules in assessment of traumatic chest injuries; a systematic review and a meta-analysis.

BACKGROUND: Although many studies have evaluated the diagnostic value of the National Emergency X-ray Utilization Studies (NEXUS) chest rules in assessment of traumatic chest injuries, there still is no consensus on this subject matter. Therefore, this systematic review and meta-analysis aims to review the current existing literature in order to evaluate the diagnostic value of NEXUS chest rules for assessment of traumatic chest injuries. METHOD: Databases of Medline, Embase, Scopus and Web of Science were searched until August 20th, 2022. Two independent reviewers screened the articles related to the diagnostic value of NEXUS chest radiography, NEXUS chest CT-all and NEXUS chest-Major. RESULTS: Data of 6 studies, on 23,741 patients, were included in this review. Since only one article assessed the value of NEXUS chest CT scan, the meta-analysis was performed only on NEXUS chest radiography rule. Pooled analysis on the results of 5 articles showed that the AUC of NEXUS chest radiography rule in assessment of traumatic chest injuries was 0.98 (95% CI: 0.96 to 0.99), with a sensitivity and specificity of 0.99 (95% CI: 0.98 to 0.99) and 0.32 (95% CI: 0.17 to 0.52), respectively. Positive and negative likelihood ratio of NEXUS chest radiography rule were 1.46 (95% CI: 1.12 to 1.90) and 0.04 (95% CI: 0.03 to 0.06). Overall diagnostic odds ratio was calculated to be 36.67 (95% CI: 19.17 to 70.16). CONCLUSION: Our findings indicate that NEXUS chest radiography rule is a sensitive decision rule for assessment of traumatic chest injuries, but its specificity was found to be low. However, few articles have investigated the diagnostic value of NEXUS chest rules, especially the NEXUS chest CT scan, and more studies need to be done in order to strengthen the currently provided results.

Predictive factors for nephrectomy in renal trauma; assessment of a 6-point score.

PURPOSE: To evaluate predictive and associated risk factors for nephrectomy in renal trauma and assess a 6-point score for surgical decision-making. PATIENTS AND METHODS: This multicenter, retrospective, and observational study assessed 247 subjects with blunt or penetrating kidney trauma. Kidney injuries were classified according to the American Association for the Surgery of Trauma (AAST) Injury Scoring Scale. Renal trauma was classified as "low-grade" (Grades I-III), Grade IV, and Grade V. Subjects were compared according to conservative treatment (CTrt.) or nephrectomy. Predictive factors were evaluated with a multiple regression model. A 6-point score was evaluated with a ROC analysis. RESULTS: Patients requiring nephrectomy had a lower mean arterial pressure MAP compared to CTrt, 64.71 mmHg (SD ± 10.26) and 73.86 (SD ± 12.42), respectively (p = < 0.001). A response to IV solutions was observed in 90.2% of patients undergoing CTrt. (p = < 0.001, OR = 0.211, 95%CI = 0.101-0.442). Blood lactate ≥ 4 mmol/L was associated with nephrectomy (p = < 0.001). A hematoma ≥ 25 mm was observed in 41.5% of patients undergoing nephrectomy compared to 20.1% of CTrt. (p = 0.004, OR = 9.29, 95% CI = 1.37-5.58). A logistic regression analysis (p = < 0.001) showed that blood lactate ≥ 4 mmol/L (p = 0.043), an inadequate response to IV solutions (p = 0.041) and renal trauma grade IV-V (p = < 0.001), predicted nephrectomy. A 6-point score with a cut-off value ≥ 3 points showed 83% sensitivity and 87% specificity for nephrectomy with an AUC of 89.9% (p = < 0.001). CONCLUSIONS: An inadequate response to IV solutions, a lactate level ≥ 4 mmol/L, and grade IV-V renal trauma predict nephrectomy. A score ≥ 3 points showed a good performance in this population.

Cost-Effectiveness of Universal Screening for Blunt Cerebrovascular Injury: A Markov Analysis.

BACKGROUND: Blunt cerebrovascular injury (BCVI) is a significant cause of morbidity and mortality after blunt trauma. Numerous screening strategies exist, although which is used is institution- and physician-dependent. We sought to identify the most cost-effective screening strategy for BCVI, hypothesizing that universal screening would be optimal among the screening strategies studied. STUDY DESIGN: A Markov decision analysis model was used to compare the following screening strategies for identification of BCVI: (1) no screening; (2) Denver criteria; (3) extended Denver criteria; (4) Memphis criteria; and (5) universal screening. The base-case scenario modeled 50-year-old patients with blunt traumatic injury excluding isolated extremity injures. Patients with BCVI detected on imaging were assumed to be treated with antithrombotic therapy, subsequently decreasing risk of stroke and mortality. One-way sensitivity analyses were performed on key model inputs. A single-year horizon was used with an incremental cost-effectiveness ratio threshold of $100,000 per quality-adjusted life-year. RESULTS: The most cost-effective screening strategy for patients with blunt trauma among the strategies analyzed was universal screening. This method resulted in the lowest stroke rate, mortality, and cost, and highest quality-adjusted life-year. An estimated 3,506 strokes would be prevented annually as compared with extended Denver criteria (incremental cost-effectiveness ratio of $71,949 for universal screening vs incremental cost-effectiveness ratio of $12,736 for extended Denver criteria per quality-adjusted life-year gained) if universal screening were implemented in the US. In 1-way sensitivity analyses, universal screening was the optimal strategy when the incidence of BCVI was greater than 6%. CONCLUSIONS: This model suggests universal screening may be the cost-effective strategy for BCVI screening in blunt trauma for certain trauma centers. Trauma centers should develop institutional protocols that take into account individual BCVI rates.

Unseen Burden of Injury: Post-Hospitalization Mortality in Geriatric Trauma Patients.

BACKGROUND/OBJECTIVES: Older adults are at risk for adverse outcomes after trauma, but little is known about post-acute survival as state and national trauma registries collect only inpatient or 30-day outcomes. This study investigates long-term, out-of-hospital mortality in geriatric trauma patients. METHODS: Level I Trauma Center registry data were matched to the US Social Security Death Index (SSDI) to determine long-term and out-of-hospital outcomes of older patients. Blunt trauma patients aged ≥65 were identified from 2009 to 2015 in an American College of Surgeons Level 1 Trauma Center registry, n = 6289 patients with an age range 65-105 years, mean age 78.5 ± 8.4 years. Dates of death were queried using social security numbers and unique patient identifiers. Demographics, injury, treatments, and outcomes were compared using descriptive and univariate statistics. RESULTS: Of 6289 geriatric trauma patients, 505 (8.0%) died as an inpatient following trauma. Fall was the most common mechanism of injury (n = 4757, 76%) with mortality rate of 46.5% at long-term follow-up; motor vehicle crash (MVC) (n = 1212, 19%) had long-term mortality of 27.6%. Overall, 24.1% of patients died within 1 year of trauma. Only 8 of 488 patients who died between 1 and 6 months post-trauma were inpatient. Mortality rate varied by discharge location: 25.1% home, 36.4% acute rehabilitation, and 51.5% skilled nursing facility, P < .0001. CONCLUSION: Inpatient and 30-day mortality rates in national outcome registries fail to fully capture the burden of trauma on older patients. Though 92% of geriatric trauma patients survived to discharge, almost one-quarter had died by 1 year following their injuries.

Automated quantitative assessment of pediatric blunt hepatic trauma by deep learning-based CT volumetry.

BACKGROUND: To develop an end-to-end deep learning method for automated quantitative assessment of pediatric blunt hepatic trauma based on contrast-enhanced computed tomography (CT). METHODS: This retrospective study included 170 children with blunt hepatic trauma between May 1, 2015, and August 30, 2021, who had undergone contrast-enhanced CT. Both liver parenchyma and liver trauma regions were manually segmented from CT images. Two deep convolutional neural networks (CNNs) were trained on 118 cases between May 1, 2015, and December 31, 2019, for liver segmentation and liver trauma segmentation. Liver volume and trauma volume were automatically calculated based on the segmentation results, and the liver parenchymal disruption index (LPDI) was computed as the ratio of liver trauma volume to liver volume. The segmentation performance was tested on 52 cases between January 1, 2020, and August 30, 2021. Correlation analysis among the LPDI, trauma volume, and the American Association for the Surgery of Trauma (AAST) liver injury grade was performed using the Spearman rank correlation. The performance of severity assessment of pediatric blunt hepatic trauma based on the LPDI and trauma volume was evaluated using receiver operating characteristic (ROC) analysis. RESULTS: The Dice, precision, and recall of the developed deep learning framework were 94.75, 94.11, and 95.46% in segmenting the liver and 72.91, 72.40, and 76.80% in segmenting the trauma regions. The LPDI and trauma volume were significantly correlated with AAST grade (rho = 0.823 and rho = 0.831, respectively; p < 0.001 for both). The area under the ROC curve (AUC) values for the LPDI and trauma volume to distinguish between high-grade and low-grade pediatric blunt hepatic trauma were 0.942 (95% CI, 0.882-1.000) and 0.952 (95% CI, 0.895-1.000), respectively. CONCLUSIONS: The developed end-to-end deep learning method is able to automatically and accurately segment the liver and trauma regions from contrast-enhanced CT images. The automated LDPI and liver trauma volume can act as objective and quantitative indexes to supplement the current AAST grading of pediatric blunt hepatic trauma.

Reducing Phlebotomy, Length of Stay, Cost: Development of a Blunt Abdominal Trauma Pathway in a Level I, Pediatric Trauma Center.

OBJECTIVES: Blunt abdominal trauma (BAT) is a leading cause of morbidity in children with higher hemodynamic stabilities when compared with adults. Pediatric patients with BAT can often be managed without surgical interventions; however, laboratory testing is often recommended. Yet, laboratory testing can be costly, and current literature has not identified appropriate pathways or specific tests necessary to detect intra-abdominal injury after BAT. Therefore, the present study evaluated a proposed laboratory testing pathway to determine if it safely reduced draws of complete blood counts, coagulation studies, urinalysis, comprehensive metabolic panels, amylase and lipase levels orders, emergency department (ED) length of stay, and cost in pediatric BAT patients. METHODS: A retrospective review of levels I, II, and III BAT pediatric patients (n = 329) was performed from 2015 to 2018 at our level I, pediatric trauma center. Patients were then grouped based on pre-post pathway, and differences were calculated using univariate analyses. RESULTS: After implementation of the pathway, there was a significant decrease in the number of complete blood counts, coagulation studies, urinalysis, comprehensive metabolic panels, amylase, and lipase levels orders ( P < 0.05). Postpathway patients had lower average ED lengths of stay and testing costs compared with the pre pathway patients ( P < 0.05). There was no increase in rates of return to the ED within 30 days, missed injuries, or readmissions of patients to the ED. CONCLUSIONS: Results displayed that the adoption of a laboratory testing pathway for BAT patients reduced the number of laboratory tests, ED length of stay, and associated costs pediatric patients without impacting quality care.

Clinical features and direct medical cost of splenic injury in China: a cross-sectional study.

OBJECTIVES: This study analyses the clinical features and direct medical cost (DMC) of splenic injury during 2000-2013 in China. DESIGN: This was a cross-sectional study. METHODS: We used 'The No. 1 Military Medical Project' information system to conduct a retrospective study. Patients' information from 2000 to 2013 were identified. Demographic data, treatment, clinical data and DMC were collected. We performed a generalised linear method (GLM) using gamma distribution to assess the drivers of DMCs. RESULTS: We included 8083 patients with splenic injury who met the study criteria. Over the 14-year study period, 2782 (34.4%) patients were treated with non-operative management (NOM), 5301 (65.6%) with OM. From 2000 to 2013, the rate of NOM increased from 34.7% to 55.9%, while OM decreased from 65.3% to 44.1%. Mean per-patient DMC in both NOM and OM increased from 2000 to 2013. In GLM analysis, male, old age, length of stay, severe splenic injury grade, OM, intensive care unit, blood transfusion and tertiary hospitals were associated with higher DMC, while female and NOM was associated with lower DMC. CONCLUSIONS: In China, management of splenic injury was the most important factor impacting the total DMC. Proper management and public policy could curtail the burden of splenic injury.