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Imaging | Emergency Medical Services

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Ultrasound as a tool in prehospital settings: a scoping review
Clin Exp Emerg Med. 2025;12(4):320-330.   Published online April 30, 2025
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Ultrasound as a tool in prehospital settings: a scoping review
Clin Exp Emerg Med. 2025;12(4):320-330.   Published online April 30, 2025
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Point-of-care ultrasound (POCUS) is a valuable tool in the prehospital management of critically ill patients, particularly patients with trauma, dyspnea, or shock. This review aims to evaluate the diagnostic and therapeutic applications, limitations, and implementation challenges of POCUS in prehospital care. Key findings are that ultrasound, particularly the extended Focused Assessment with Sonography in Trauma (eFAST) protocol, offers high specificity in identifying severe hemorrhage in trauma cases, although its sensitivity varies depending on the clinical context and operator experience. In dyspnea, pulmonary ultrasound significantly enhances diagnostic accuracy, aiding early detection of heart failure and other respiratory conditions. For shock, focused echocardiography facilitates rapid diagnosis and timely therapeutic decisions, improving patient outcomes. However, the effectiveness of POCUS is highly dependent on the operator’s expertise, and challenges such as time, space, and resource limitations in prehospital settings may impact its use. Furthermore, local studies in Latin America assessing the impact of prehospital ultrasound on morbidity and mortality reduction are lacking. Based on our review, we recommend standardized training programs, increased availability of portable ultrasound devices, and prospective studies on cost-benefit analysis to optimize POCUS implementation in prehospital systems, particularly in resource-limited regions. Prehospital ultrasound has the potential to revolutionize patient care by improving diagnostic precision and reducing time to definitive treatment, but its successful implementation requires strategic integration of technology, education, and research.

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  • Meta-analysis of the effectiveness of portable imaging diagnostics for multiple fractures and chest injuries in combat zones: mobile X-ray systems and ultrasound devices (literature review)
    V. V. Chorna, L. D. Kotsur, N. I. Gumeniuk, M. O. Cherniak, I. V. Kachur
    Reports of Vinnytsia National Medical University.2026; 30(1): 156.     CrossRef
  • 4,160 View
  • 154 Download
  • 1 Crossref

Trauma

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Blood failure: traumatic hemorrhage and the interconnections between oxygen debt, endotheliopathy, and coagulopathy
Clin Exp Emerg Med. 2024;11(1):9-21.   Published online March 21, 2024
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Blood failure: traumatic hemorrhage and the interconnections between oxygen debt, endotheliopathy, and coagulopathy
Clin Exp Emerg Med. 2024;11(1):9-21.   Published online March 21, 2024
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This review explores the concept of “blood failure” in traumatic injury, which arises from the interplay of oxygen debt, the endotheliopathy of trauma (EoT), and acute traumatic coagulopathy (ATC). Traumatic hemorrhage leads to the accumulation of oxygen debt, which can further exacerbate hemorrhage by triggering a cascade of events when severe. Such events include EoT, characterized by endothelial glycocalyx damage, and ATC, involving platelet dysfunction, fibrinogen depletion, and dysregulated fibrinolysis. To manage blood failure effectively, a multifaceted approach is crucial. Damage control resuscitation strategies such as use of permissive hypotension, early hemorrhage control, and aggressive transfusion of blood products including whole blood aim to minimize oxygen debt and promote its repayment while addressing endothelial damage and coagulation. Transfusions of red blood cells, plasma, and platelets, as well as the use of tranexamic acid, play key roles in hemostasis and countering ATC. Whole blood, whether fresh or cold-stored, is emerging as a promising option to address multiple needs in traumatic hemorrhage. This review underscores the intricate relationships between oxygen debt, EoT, and ATC and highlights the importance of comprehensive, integrated strategies in the management of traumatic hemorrhage to prevent blood failure. A multidisciplinary approach is essential to address these interconnected factors effectively and to improve patient outcomes.

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  • What Would Mother Say? Whole Blood and RhD Alloimmunization in Trauma Resuscitation
    John Ramos
    Journal of Emergency Nursing.2026; 52(1): 28.     CrossRef
  • Association of endotheliopathy and coagulopathy biomarkers with survival in a swine model of isolated uncontrolled hemorrhage
    Alan Weaver, Kim Hildreth, Charnae Williams, Natalie Nguyen, Lorie Leyva, Irasema Terrazas, Cheresa Calhoun, Thomas Edwards
    Transfusion.2026;[Epub]     CrossRef
  • Initial arterial pH predicts survival of out-of-hospital cardiac arrest in South Korea
    Daun Jeong, Sang Do Shin, Tae Gun Shin, Gun Tak Lee, Jong Eun Park, Sung Yeon Hwang, Jin-Ho Choi
    Acute and Critical Care.2025; 40(3): 444.     CrossRef
  • 17,341 View
  • 540 Download
  • 4 Web of Science
  • 3 Crossref

Original Articles

Imaging

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The predictive value of point-of-care ultrasonography versus magnetic resonance imaging in assessing medial meniscal tears in patients with acute knee injury
Clin Exp Emerg Med. 2024;11(2):188-194.   Published online January 29, 2024
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The predictive value of point-of-care ultrasonography versus magnetic resonance imaging in assessing medial meniscal tears in patients with acute knee injury
Clin Exp Emerg Med. 2024;11(2):188-194.   Published online January 29, 2024
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Objective
Musculoskeletal ultrasound is increasingly used as the modality of choice in diagnosing many medical situations. The present study aimed to compare the accuracy of point-of-care ultrasonography (POCUS) and magnetic resonance imaging (MRI) to detect acute medial meniscus tears in knee. Methods The prospective study was conducted on patients with suspected medial meniscus tears in knee. in the emergency department. In the absence of a knee fracture on x-ray, POCUS on the knee was performed. All patients underwent POCUS and MRI of the knee followed by arthroscopy. POCUS findings were then compared to MRI findings to diagnose medial meniscus tears. Results A final total of 157 patients with a mean age of 25.04±7.41 years was included. Out of 157 patients, 94 (59.9%) were male. Medial meniscus tears were detected in 89 patients (56.7%) using arthroscopy as the gold standard. The sensitivity, specificity, positive and negative predictive values, and accuracy of POCUS to detect medial meniscus tears were 88.8% (95% confidence interval [CI], 80.3%–94.5%), 89.7% (95% CI, 79.9%–95.8%), 91.9% (95% CI, 84.8%–95.8%), 85.9% (95% CI, 77.2%–91.7%), and 89.2% (95% CI, 83.3%–93.6%), respectively. The diagnostic accuracy of MRI to detect medial meniscus injury was 93.0% (95% CI, 87.8%– 96.4%). Conclusion The present study demonstrated that POCUS is an accurate and reliable diagnostic tool alternative to MRI in detecting medial meniscal tears. POCUS had acceptable sensitivity, specificity, and accuracy in detecting meniscal injuries and could be performed as an effective immediate investigation to guide further modalities in patients with acute knee trauma

Citations

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  • Diagnostic accuracy of ultrasound in assessing medial collateral ligament and medial meniscus injuries? A systematic review and meta-analysis.
    Melanie Potter, Anthony Smith
    The Ultrasound Journal.2026; 18(1): 18171.     CrossRef
  • Ultrasonographic Assessment of Meniscus Damage in the Context of Clinical Manifestations
    Tomasz Poboży, Wojciech Konarski, Kacper Janowski, Klaudia Michalak, Kamil Poboży, Julia Domańska-Poboża
    Medicina.2025; 61(8): 1339.     CrossRef
  • A Retrospective Audit of the Timescales Involved in the Diagnosis and Management of Soft Tissue Knee Injuries at a Single National Health Service Trust: A Quality Service Improvement and Redesign Project
    Ashmitha Vindya, Siddesh Bhushan Gangadharaswamy Nagabhushan
    Cureus.2025;[Epub]     CrossRef
  • Diagnostic accuracy of ultrasonography for meniscal tears: a systematic review and meta-analysis
    Rifat Hassan, Daryl Poku, Otto Chan, Nicola Maffulli
    Skeletal Radiology.2025;[Epub]     CrossRef
  • The Utility of a Community-Based Knee Ultrasound in Detecting Meniscal Tears: A Retrospective Analysis in Comparison with MRI
    Fatima Awan, Prosanta Mondal, Johannes M. van der Merwe, Nicholas Vassos, Haron Obaid
    Healthcare.2024; 12(20): 2051.     CrossRef
  • 8,693 View
  • 145 Download
  • 4 Web of Science
  • 5 Crossref

Trauma | Public Health & Policy

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Characteristics of fall-from-height patients: a retrospective comparison of jumpers and fallers using a multi-institutional registry
Clin Exp Emerg Med. 2024;11(1):79-87.   Published online November 29, 2023
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Characteristics of fall-from-height patients: a retrospective comparison of jumpers and fallers using a multi-institutional registry
Clin Exp Emerg Med. 2024;11(1):79-87.   Published online November 29, 2023
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Objective
Fall from height (FFH) is a major public health problem that can result in severe injury, disability, and death. This study investigated how the characteristics of jumpers and fallers differ.
Methods
This was a retrospective study of FFH patients enrolled in an Emergency Department-based Injury In-depth Surveillance (EDIIS) registry between 2011 and 2018. Depending on whether the injury was intentional, FFH patients who had fallen from a height of at least 1 m were divided into two groups: jumpers and fallers. Patient characteristics, organ damage, and death were compared between the two groups, and factors that significantly affected death were identified using multivariable logistic analysis.
Results
Among 39,419 patients, 1,982 (5.0%) were jumpers. Of the jumpers, 977 (49.3%) were male, while 30,643 (81.9%) of fallers were male. The jumper group had the highest number of individuals in their 20s, with the number decreasing as age increased. In contrast, the number of individuals in the faller group rose until reaching their 50s, after which it declined. More thoracoabdominal, spinal, and brain injuries were found in jumpers. The in-hospital mortality of jumpers and fallers was 832 (42.0%) and 1,268 (3.4%), respectively. Intentionality was a predictor of in-hospital mortality, along with sex, age, and fall height, with an odds ratio of 7.895 (95% confidence interval, 6.746–9.240).
Conclusion
Jumpers and fallers have different epidemiological characteristics, and jumpers experienced a higher degree of injury and mortality than fallers. Differentiated prevention and treatment strategies are needed for jumpers and fallers to reduce mortality in FFH patients.

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  • Criteria for Methods of Radio Frequency Scanning at Telecommunication Towers in Malaysia Based on Delphi-AHP Analysis
    Rosdin Abdul Kahar, Mohd Nizam Ab Rahman, Nizaroyani Saibani, Mohd Fais Mansor, Mirza Basyir Rodhuan
    Eng.2026; 7(1): 35.     CrossRef
  • 11,418 View
  • 111 Download
  • 1 Web of Science
  • 1 Crossref

Systematic Review

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Relationships between trauma death, disability, and geographic factors: a systematic review
Clin Exp Emerg Med. 2023;10(4):426-437.   Published online August 1, 2023
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Relationships between trauma death, disability, and geographic factors: a systematic review
Clin Exp Emerg Med. 2023;10(4):426-437.   Published online August 1, 2023
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Objective
Trauma is a global health problem. The causes of trauma-related deaths are diverse and may depend in part on socioeconomic and geographical factors; however, there have been few studies addressing such relationships. The aim of this study was to investigate the relationships between trauma and geographical factors in order to support policy recommendations to reduce trauma-related deaths and disability.
Methods
In accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, we searched international and Korean databases to retrieve relevant literature published between 2000 and 2020.
Results
Thirty-two studies showed a positive relationship between the outcomes of major trauma and geographical factors. The study investigated regional factors including economic factors such as size of urban areas, gross domestic product, and poverty rate, as well as hospital parameters, such as presence of trauma centers and number of hospital beds. There was a tendency toward higher mortality rates in rural and low-income areas, and most of the studies reported that the presence of trauma centers reduced trauma-related mortality rates.
Conclusion
Our study showed that geographic factors influence trauma outcomes. The findings suggest geographical considerations be included in care plans to reduce death and disability caused by trauma.

Citations

Citations to this article as recorded by  Crossref logo
  • AI-driven surgical decision making in oral and maxillofacial surgery: from diagnostic ambiguity to personalized therapy via data structuring, predictive modeling, and XR-enhanced execution
    Philipp Thoenissen, Jannik Schaaf, Sophie Zorn, Robert Sader, Keisuke Sugahara, Thomas Maal
    Innovative Surgical Sciences.2026;[Epub]     CrossRef
  • Construction of an emergency nursing-sensitive quality indicator system for patients with severe trauma: a modified Delphi study in the Chinese context
    La Xie, Meng He, Nianlu Xing, Mei Feng, Xiangping Liu
    BMJ Open.2026; 16(2): e110217.     CrossRef
  • A comparative analysis of trauma-related mortality in South Korea using classification models
    Yookyung Boo, Youngjin Choi
    International Journal of Medical Informatics.2025; 196: 105805.     CrossRef
  • Clinical Significance of Rotational Thromboelastometry (ROTEM) for Detection of Early Coagulopathy in Trauma Patients: A Retrospective Study
    Mohammad Asim, Ayman El-Menyar, Ruben Peralta, Suresh Arumugam, Bianca Wahlen, Khalid Ahmed, Naushad Ahmad Khan, Amani N. Alansari, Monira Mollazehi, Muhamed Ibnas, Ammar Al-Hassani, Ashok Parchani, Talat Chughtai, Sagar Galwankar, Hassan Al-Thani, Sandro
    Diagnostics.2025; 15(9): 1148.     CrossRef
  • Recent advances, mechanisms, and applications of natural medicines incorporated hydrogel-based drug delivery systems for enhancing wound-healing efficacy
    Awn Abbas, Muhammad Asim Raza, Xiaoyang Ai, Sadia, Hua Liao, Nanxin Li, Sameera Naseer, Dongbo Li, Yifan Zhang, Lian Chen, Wei Zhang, Gang Shu, Hualin Fu
    Journal of Biomaterials Science, Polymer Edition.2025; 36(16): 2490.     CrossRef
  • Perioperative Analgesia Management for a Chinese Patient with Multiple Traumatic Injuries: A Case Report
    Yang Chen, Yang Jing
    International Journal of Medical Case Reports.2025; 4(3): 47.     CrossRef
  • Split-bolus single-pass CT in splenic injury: does it miss relevant vascular injury?
    Sadia R. Qamar, Ferco H. Berger, Tjarda N. Tromp, Digna R. Kool, Ludo F.M. Beenen, Bernd P. Teunissen, Maeke J. Scheerder, Michael J.R. Edwards, Monique Brink
    Emergency Radiology.2025; 32(6): 829.     CrossRef
  • C-reactive Protein/Albumin Ratio as a Predictive Inflammatory Marker for Postoperative Systemic Inflammatory Response Syndrome and/or Sepsis in Polytraumatized Patients in ICU
    Ahmed S Salem, Mohamed A Zaghloul, Alfred M Boctor, Mohamed Maher Abd Elfattah, Oliver M Shehata
    Indian Journal of Critical Care Medicine.2025; 29(12): 1002.     CrossRef
  • Associations between traumatic dental injuries due to violence and various drinking behaviors in Korea: A cross‐sectional study
    Ji‐Young Son, Jaehyung Lim, Dong‐Hun Han
    Dental Traumatology.2024; 40(5): 537.     CrossRef
  • Return to Work One Year after Moderate to Severe Traumatic Injury in a Working Age Population
    Christoph Schäfer, Håkon Øgreid Moksnes, Mari Storli Rasmussen, Torgeir Hellstrøm, Cathrine Brunborg, Helene Lundgaard Soberg, Olav Røise, Cecilie Røe, Nada Andelic, Audny Anke
    Journal of Clinical Medicine.2024; 13(17): 5308.     CrossRef
  • Regional deprivation and cause-specific mortality in Russian adults in 2006–2022
    Anastasia Zelenina
    Global Health Journal.2024; 8(4): 190.     CrossRef
  • Portraying disability with trauma: A case study of documentary screenwriting in presenting visually impaired subject
    Ruohan Tang
    Journal of Screenwriting .2024; 15(3): 303.     CrossRef
  • 12,047 View
  • 186 Download
  • 10 Web of Science
  • 12 Crossref

Original Articles

Injury & Prevention

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Clinical characteristics and outcomes of injuries in agricultural and nonagricultural workers visiting the emergency department: a propensity-matched analysis
Clin Exp Emerg Med. 2024;11(1):68-78.   Published online July 13, 2023
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Clinical characteristics and outcomes of injuries in agricultural and nonagricultural workers visiting the emergency department: a propensity-matched analysis
Clin Exp Emerg Med. 2024;11(1):68-78.   Published online July 13, 2023
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Objective
Agriculture is a hazardous industry. However, previous studies have focused on injuries to agricultural workers without comparison with injuries to nonagricultural workers. Therefore, we compared the clinical characteristics and outcomes of injuries reported at an emergency department (ED) between agricultural workers and nonagricultural workers.
Methods
We established a prospective ED-based agricultural injury surveillance system at a tertiary university hospital. Adult patients visiting the ED for an injury were divided into farmer and non-farmer groups depending on their engagement with agriculture. Using an adjusted multivariate analysis and propensity score matching (age, sex, inhabitant, and insurance type), we compared the clinical characteristics and outcomes of injuries between the farmer and non-farmer groups.
Results
In total, 38,556 injured adult patients (37,746 in the non-farmer group and 810 in the farmer group) were available for the unmatched sample analysis. The 1,620 matched subjects were equally classified after one-to-one nearest-neighbor propensity score matching. A multivariate logistic regression analysis of the unmatched sample revealed higher adjusted odds ratios (ORs) for intensive care unit admission (adjusted OR, 1.752; P=0.003) and overall surgery (adjusted OR, 1.870; P<0.001) in the farmer group. In contrast, univariate logistic regression analyses of the propensity score–matched sample found a higher OR in the farmer group only for overall surgery (OR, 1.786; P<0.001).
Conclusion
Injuries of agricultural workers had higher odds only of requiring surgery; differences in injury-related mortality between groups were not statistically significant in either the matched or unmatched sample analyses.

Citations

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  • Stress, Health, and Injury Among Illinois Farmers
    Josie M. Rudolphi, Salah Issa, Courtney Cuthbertson, Kaleigh Barnett
    American Journal of Industrial Medicine.2025; 68(9): 761.     CrossRef
  • 6,403 View
  • 117 Download
  • 1 Web of Science
  • 1 Crossref

Trauma

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Frequency of posttrauma complications during hospital admission and their association with Injury Severity Score
Clin Exp Emerg Med. 2023;10(4):410-417.   Published online July 13, 2023
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Frequency of posttrauma complications during hospital admission and their association with Injury Severity Score
Clin Exp Emerg Med. 2023;10(4):410-417.   Published online July 13, 2023
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Objective
Multiple trauma is associated with a remarkable risk of in-hospital complications, which harm healthcare services and patients. This study aimed to assess the incidence of posttrauma complications, their relationship with poor outcomes, and the effect of the Injury Severity Score (ISS) on their occurrence.
Methods
This retrospective cohort study was conducted at a pair of trauma centers, between January 2020 and December 2022. All hospitalized adult patients with multiple trauma were included in this study. Multivariable logistic regression was used to identify factors related to posttrauma complications.
Results
Among 727 multiple trauma patients, 90 (12.4%) developed in-hospital complications. The most frequent complications were pneumonia (4.8%), atelectasis (3.7%), and superficial surgical site infection (2.5%). According to multivariable logistic regression, ISS, the length of stay in the intensive care unit (ICU), the length of stay in the hospital, and mortality were significantly associated with complications. The complication rate increased by 17% with every single-unit increase in ISS (adjusted odds ratio [OR], 1.17; 95% confidence interval [CI], 1.00–1.38). Per every 1-day increase in the ICU or hospital stay, the complication rate increased by 65% (adjusted OR, 1.65; 95% CI, 1.00–2.73) and 20% (adjusted OR, 1.20; 95% CI, 1.03–1.41), respectively. Posttrauma complications were also significantly more common in patients with mortality (adjusted OR, 163.30; 95% CI, 3.04–8,779.32). In multiple trauma patients with a higher ISS, the frequency, severity, and number of complications were significantly increased.
Conclusion
In-hospital complications in multiple trauma patients are frequent and associated with poor outcomes and mortality. ISS is an important factor associated with posttrauma complications.

Citations

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  • The prevalence and risk factors of posttraumatic stress disorder following road traffic accidents in China: A meta-analysis
    Yanna Zhou, Juanita A Haagsma, Jan Busschbach, Rong Zeng, Zhihao Yang, Jindong Ding Petersen, Xiuquan Shi
    Traffic Injury Prevention.2026; 27(5): 526.     CrossRef
  • Ventilator-Associated Pneumonia in Trauma Patients with Splenic Injuries: Does Splenectomy Increase the Risk?
    Michael Alchaer, Ricardo Fonseca, Leonardo Diaz, Marco Henriquez, Amin Deghdan, Fabiana Sanchez, Melissa Canas, Jennifer L. McCarthy, Grant Bochicchio, Jason Snyder
    Surgical Infections.2026; 27(1): 73.     CrossRef
  • Hospital-based psychological consultation relates to post-discharge treatment engagement following violent injury
    Sydney C. Timmer-Murillo, Claire M. Bird, Andrew T. Schramm, Sacha McBain, Devi Jayan, Nicholas R. Schumann, Madeline R. Marks, Timothy J. Geier
    Journal of Trauma and Acute Care Surgery.2026;[Epub]     CrossRef
  • The Impact of Non-trauma Factors on Trauma Patient Mortality and Hospital Resource Utilization: Population-Based Retrospective Review
    Mariel Javier, Ilko Luque, Jaclyn Kliewer, Nicole Yordan Lopez, David Ritchie, Beatriz Cobo Dominguez, Orlando Morejon
    The American Surgeon™.2025; 91(3): 365.     CrossRef
  • Risk Factors and Preventive Measures of Venous Thromboembolism in Trauma Patients using Trauma Embolic Scoring System: A retrospective chart review
    Eun-Ji Choi, Hyunjin Oh
    International Emergency Nursing.2025; 79: 101585.     CrossRef
  • Analysis of Trauma Severity Scores (NISS, RTS, and MGAP) in Patients Undergoing Emergency Surgery for Abdominal Trauma: An Observational Study
    Carolyny M de Oliveira, Daniel M Mauro, Ana SVB Simões, Giulia A Sakashita, Bruna M Galetti, Thais Shimokava
    Panamerican Journal of Trauma, Critical Care & Emergency Surgery.2025; 14(1): 18.     CrossRef
  • Epidemiology, risk factors, and antimicrobial resistance of nosocomial infections in the intensive care unit trauma patients: A cross-sectional study
    Bahar Darouei, Shiva Jafari, Soodabeh Rostami, Parto Nasri, Hossein Mahjoobipour, Saeed Abbasi
    Journal of Research in Medical Sciences.2025;[Epub]     CrossRef
  • Morbidity and Mortality of Trauma Patients 55 and Older: A Study of Nontrauma Risk Factors
    Mariel A. Javier, Ilko Luque, Hector Mendez, Nicole Yordán López, Marcela Ramirez, Orlando Morejón, Mark McKenney
    The American Surgeon™.2024; 90(11): 2862.     CrossRef
  • 8,226 View
  • 170 Download
  • 8 Web of Science
  • 8 Crossref

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The impact of patient sex on survival after unintentional trauma in Korea: a retrospective, observational, case-control study
Clin Exp Emerg Med. 2023;10(3):296-305.   Published online June 2, 2023
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The impact of patient sex on survival after unintentional trauma in Korea: a retrospective, observational, case-control study
Clin Exp Emerg Med. 2023;10(3):296-305.   Published online June 2, 2023
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Objective
This study aimed to describe the relationship between sex and survival in patients experiencing unintentional trauma.
Methods
This retrospective, national population–based observational, case-control study involved a cohort of Korean trauma patients who were transferred to an emergency department by a Korean emergency medical service from January 1 to December 31, 2018. Propensity score matching was used. The primary outcome was survival until hospital discharge.
Results
Of 25,743 patients with severe unintentional trauma, 17,771 were male and 7,972 were female. Prior to propensity score matching, there was no significant difference in survival among male and female patients (92.6% vs. 93.1%, P=0.105). After using propensity score matching to adjust for confounders, there was still no sex difference in survival (male, 93.6% vs. female, 93.1%; P=0.270).
Conclusion
Survival after severe trauma was not influenced by the sex of the patient. Further studies with patients of reproductive age and a larger study population are needed to analyze the effects of sex on survival in patients with trauma.

Citations

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  • Trauma outcomes differences in females: a prospective analysis of 76 000 trauma patients in the Asia-Pacific region and the contributing factors
    Mohamad Iqhbal Bin Kunji Mohamad, Sabariah Faizah Jamaluddin, Norhaiza Ahmad, Arifah Bahar, Zarina Mohd Khalid, Nuraina Aqilah Binti Mohd Zaki, Nurul Azlean Norzan, Sang Do Shin, Goh E. Shaun, Wen-Chu Chiang, Kentaro Kajino, Kyoung Jun Song, Do Ngoc Son
    Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine.2025;[Epub]     CrossRef
  • 6,320 View
  • 130 Download
  • 1 Web of Science
  • 1 Crossref

Systematic Review

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The impact of COVID-19 on mortality in trauma patients undergoing orthopedic surgery: a systematic review and meta-analysis
Clin Exp Emerg Med. 2023;10(3):315-326.   Published online May 15, 2023
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The impact of COVID-19 on mortality in trauma patients undergoing orthopedic surgery: a systematic review and meta-analysis
Clin Exp Emerg Med. 2023;10(3):315-326.   Published online May 15, 2023
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Objective
The global spread of the COVID-19 pandemic has affected all aspects of medicine, including orthopedic trauma surgery. This study aims to investigate whether COVID-19 patients who underwent orthopedic surgery trauma had a higher risk of postoperative mortality.
Methods
ScienceDirect, the Cochrane COVID-19 Study Register, and MEDLINE were searched for original publications. This study adhered to the PPRISMA 2020 statement. The validity of the studies was evaluated using a checklist developed by the Joanna Briggs Institute. Study and participant characteristics, as well as the odds ratio, were extracted from selected publications. Data were analyzed using RevMan ver. 5.4.1.
Results
After applying the inclusion and exclusion criteria, 16 articles among 717 total were deemed eligible for analysis. Lower-extremity injuries were the most common condition, and pelvic surgery was the most frequently performed intervention. There were 456 COVID-19 patients (6.12%) and 134 deaths among COVID-19 patients, revealing an increase in mortality (29.38% vs. 5.30%; odds ratio, 7.72; 95% confidence interval, 6.01–9.93; P<0.001).
Conclusion
Among COVID-19 patients who received orthopedic surgery due to trauma, the postoperative death rate increased by 7.72 times.

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  • 2025 ICM: Risk Factors for Surgical Site Infection (SSI)/Periprosthetic Joint Infection (PJI)
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    Frontiers in Medicine.2024;[Epub]     CrossRef
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Original Article

Airway

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Machine learning for the prediction of preclinical airway management in injured patients: a registry-based trial
Clin Exp Emerg Med. 2022;9(4):304-313.   Published online November 23, 2022
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Machine learning for the prediction of preclinical airway management in injured patients: a registry-based trial
Clin Exp Emerg Med. 2022;9(4):304-313.   Published online November 23, 2022
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Objective
The aim of this study was to determine the feasibility of using machine learning to establish the need for preclinical airway management for injured patients based on a standardized emergency dataset.
Methods
A registry-based, retrospective analysis was conducted of adult trauma patients who were treated by physician-staffed emergency medical services in southwestern Germany between 2018 and 2020. The primary outcome was to assess the feasibility of using the random forest (RF) and Naive Bayes (NB) machine learning algorithms to predict the need for preclinical airway management. The secondary outcome was to use a principal component analysis to determine the attributes that can be used and advanced for future model development.
Results
In total, 25,556 adults with multiple injuries were identified, including 1,451 patients (5.7%) who required airway management. Key attributes were auscultation, injury pattern, oxygen therapy, thoracic drainage, noninvasive ventilation, catecholamines, pelvic sling, colloid infusion, initial vital signs, preemergency status, and shock index. The area under the receiver operating characteristics curve was between 0.96 (RF; 95% confidence interval [CI], 0.96–0.97) and 0.93 (NB; 95% CI, 0.92–0.93; P<0.01). For the prediction of airway management, RF yielded a higher precision-recall area than NB (0.83 [95% CI, 0.8–0.85] vs. 0.66 [95% CI, 0.61–0.72], respectively; P<0.01).
Conclusion
To predict the need for preclinical airway management in injured patients, attributes that are commonly recorded in standardized datasets can be used with machine learning. In future models, the RF algorithm could be used because it has robust prediction accuracy.

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  • Artificial intelligence-driven predictive analytics for postoperative management and recovery in trauma patients
    Olivier Duranteau, David Leon
    Current Opinion in Anaesthesiology.2026; 39(2): 154.     CrossRef
  • Artificial Intelligence in Trauma Care: A Systematic Review of Resuscitation, Diagnosis, Risk Prediction, and Management
    Sukriti Prashar, Youssef Nasef, Alexander Brown, Cameron Nishida, Logan Samuel Rogers, Ian Bundschu, Ruth Zagales, Alexandra Kata, Adel Elkbuli
    Journal of Trauma Nursing.2026; 33(3): 160.     CrossRef
  • From decision support to clinical integration: A scoping review of artificial intelligence in prehospital airway management
    Bai Fangfang, Qiu Wenjuan, Zhu Xiaoting, Feng Yanghui
    International Journal of Medical Informatics.2026; 216: 106480.     CrossRef
  • Development and Validation of a Bayesian Network Predicting Intubation Following Hospital Arrival Among Injured Children
    Travis M. Sullivan, Mary S. Kim, Genevieve J. Sippel, Waverly V. Gestrich-Thompson, Caroline G. Melhado, Kristine L. Griffin, Suzanne M. Moody, Rajan K. Thakkar, Meera Kotagal, Aaron R. Jensen, Randall S. Burd
    Journal of Pediatric Surgery.2025; 60(2): 161888.     CrossRef
  • Human intention recognition for trauma resuscitation: An interpretable deep learning approach for medical process data
    Keyi Li, Mary S. Kim, Wenjin Zhang, Sen Yang, Genevieve J. Sippel, Aleksandra Sarcevic, Randall S. Burd, Ivan Marsic
    Journal of Biomedical Informatics.2025; 161: 104767.     CrossRef
  • Utilization of non-invasive ventilation before prehospital emergency anesthesia in trauma – a cohort analysis with machine learning
    André Luckscheiter, Manfred Thiel, Wolfgang Zink, Johanna Eisenberger, Tim Viergutz, Verena Schneider-Lindner
    Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine.2025;[Epub]     CrossRef
  • From algorithms to airways: Applying artificial intelligence to enhance airway assessment, management, and training
    Mingzhu Guo, Yongheng Hou, Yan Liu, Bo Yang, Chuhan Qiao, Jian Li
    Trends in Anaesthesia and Critical Care.2025; 61: 101548.     CrossRef
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    Mohammad Vakili Ojarood, Ramyar Farzan, Seyed Mostafa Mohsenizadeh, Hossein Torabi, Tahereh Yaghoubi
    Burns.2024; 50(5): 1349.     CrossRef
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    Jake Toy, Jonathan Warren, Kelsey Wilhelm, Brant Putnam, Denise Whitfield, Marianne Gausche‐Hill, Nichole Bosson, Ross Donaldson, Shira Schlesinger, Tabitha Cheng, Craig Goolsby
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  • 7,233 View
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  • 12 Web of Science
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Case Report

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Emergent use of a King laryngeal tube for traumatic intraoral bleeding: two case reports
Clin Exp Emerg Med. 2022;9(3):257-261.   Published online June 10, 2022
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Emergent use of a King laryngeal tube for traumatic intraoral bleeding: two case reports
Clin Exp Emerg Med. 2022;9(3):257-261.   Published online June 10, 2022
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Maxillofacial trauma occasionally presents a serious challenge for physicians, and an orofacial injury can be considered life-threatening. It is difficult to control the bleeding and prevent airway obstruction simultaneously with conventional treatment. Herein, we share two cases in which we managed massive orofacial bleeding using a King laryngeal tube, a supraglottic airway device equipped with an inflatable balloon. Both patients had uncontrolled orofacial bleeding. In one of the patients, endotracheal intubation was possible; however, bleeding continued, and vital signs became unstable. The second patient had failed endotracheal intubation due to uncontrolled bleeding. We deployed the King laryngeal tube in both patients and achieved bleeding control and airway maintenance. Both patients were discharged without complications after 3 to 4 weeks. The King laryngeal tube method can be considered a useful management option for addressing massive orofacial bleeding that is uncontrollable with conventional treatment.
  • 12,143 View
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Original Articles

Injury & Prevention

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Factors associated with injury severity among users of powered mobility devices
Clin Exp Emerg Med. 2021;8(2):103-110.   Published online June 30, 2021
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Factors associated with injury severity among users of powered mobility devices
Clin Exp Emerg Med. 2021;8(2):103-110.   Published online June 30, 2021
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Objective
To examine the features of powered mobility device-related injuries and identify the predictors of injury severity in such settings.
Methods
Emergency Department-based Injury In-depth Surveillance data from 2011 to 2018 were used in this retrospective study. Participants were assigned to the mild/moderate and severe groups based on their excess mortality ratio–adjusted injury severity score and their general injury-related factors and injury outcome-related factors were compared.
Results
Of 407 patients, 298 (79.2%) were assigned to the mild/moderate group and 109 (26.8%) to the severe group. The severe group included a higher percentage of patients aged 70 years or older (43.0% vs. 59.6%, P=0.003), injuries incurred in the daytime (72.6% vs. 82.4%, P=0.044), injuries from traffic accidents and falls (P=0.042), head injuries (38.6% vs. 80.7%, P<0.001), torso injuries (16.8% vs. 32.1%, P=0.001), overall hospital admission (28.5% vs. 82.6%, P<0.001), intensive care unit admission (1.7% vs. 37.6%, P<0.001), death after admission (1.4% vs. 10.3%, P=0.034), and total mortality (0.7% vs. 9.2%, P<0.001). The odds ratios (ORs) for injury severity were as follows: age 70 years or older (OR, 2.124; 95% confidence interval [CI], 1.239–3.642), head injury (OR, 10.441; 95% CI, 5.465–19.950), and torso injury (OR, 4.858; 95% CI, 2.495–9.458).
Conclusion
The proportions of patients aged 70 years or older, head and torso injuries, injuries from traffic accidents and falls, and injuries in the daytime were higher in the severe group. Our results highlight the need for measures to address these factors to lower the incidence of severe injuries.

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  • Area-Level Socioeconomic Inequalities in Intracranial Injury-Related Hospitalization in Korea: A Retrospective Analysis of Data From Korea National Hospital Discharge Survey 2008–2015
    Hang A Park, Federico E. Vaca, Kyunghee Jung-Choi, Hyesook Park, Ju Ok Park
    Journal of Korean Medical Science.2023;[Epub]     CrossRef
  • Factors associated with the injury severity of falls from a similar height and features of the injury site: a retrospective study
    Dae Hyun Kim, Jae-Hyug Woo, Yang Bin Jeon, Jin-Seong Cho, Jae Ho Jang, Jea Yeon Choi, Woo Sung Choi
    Journal of Trauma and Injury.2023; 36(3): 187.     CrossRef
  • Study on Elevator Recognition Techniques for Upper-Limb-Disabled Wheelchair Users
    Daewe Kim, Su-Hong Eom, Eung-Hyuk Lee
    Applied Sciences.2023; 13(22): 12182.     CrossRef
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  • 90 Download
  • 4 Web of Science
  • 3 Crossref

Neurology

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Risk of injury after emergency department visit for acute peripheral vertigo: a matched-cohort study
Clin Exp Emerg Med. 2020;7(3):176-182.   Published online September 30, 2020
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Risk of injury after emergency department visit for acute peripheral vertigo: a matched-cohort study
Clin Exp Emerg Med. 2020;7(3):176-182.   Published online September 30, 2020
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Objective
Peripheral vertigo is one of the most common causes of the emergency department (ED) visits. It can impair balance and might predispose patients to injuries after discharge. The purpose of this study was to determine whether peripheral vertigo is associated with an increased risk of trauma.
Methods
This matched-cohort study used the nationally representative dataset of de-identified claim information of 1 million randomly sampled individuals from a real Korean population, from 2002 to 2013. The exposure cohort included patients who visited EDs for new-onset peripheral vertigo without prior or concurrent injury. Each patient was randomly matched to five unexposed individuals (also without previous injury) by incidence density sampling. The primary outcome was a new injury within 1 year. The secondary outcomes were various injury subtypes. The time-dependent effect of the exposure was modeled using the extended Cox model. Age, sex, comorbidities, and household income level were included as covariates.
Results
A total of 776 and 3,880 individuals were included as the exposure and comparison cohorts, respectively. The risks of trunk injury and upper extremity injury were significantly higher in the exposure cohort. Extended Cox models with multivariable adjustment showed significantly increased risk for up to 1 year, with the first 1-month; 1 month to 3 months; and 3 months to 1 year hazard ratios of 5.23 (95% confidence interval [CI], 2.83–9.64); 1.50 (95% CI, 1.02–2.20); and 1.37 (95% CI, 1.11–1.68), respectively.
Conclusion
Patients visiting EDs for acute peripheral vertigo are at a higher risk of a new injury for up to a year.

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    Phui Lin Se To, Devinder Kaur Ajit Singh, Susan L. Whitney
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  • 7 Web of Science
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Review Article

Trauma

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Damage control resuscitation
Clin Exp Emerg Med. 2020;7(1):5-13.   Published online March 31, 2020
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Damage control resuscitation
Clin Exp Emerg Med. 2020;7(1):5-13.   Published online March 31, 2020
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The United States Navy originally utilized the concept of damage control to describe the process of prioritizing the critical repairs needed to return a ship safely to shore during a maritime emergency. To pursue a completed repair would detract from the goal of saving the ship. This concept of damage control management in crisis is well suited to the care of the critically ill trauma patient, and has evolved into the standard of care. Damage control resuscitation is not one technique, but, rather, a group of strategies which address the lethal triad of coagulopathy, acidosis, and hypothermia. In this article, we describe this approach to trauma resuscitation and the supporting evidence base.

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Original Article

Resuscitation | Trauma

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Prognostic factors related with outcomes in traumatic out-of-hospital cardiac arrest patients without prehospital return of spontaneous circulation: a nationwide observational study
Clin Exp Emerg Med. 2020;7(1):14-20.   Published online March 31, 2020
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Prognostic factors related with outcomes in traumatic out-of-hospital cardiac arrest patients without prehospital return of spontaneous circulation: a nationwide observational study
Clin Exp Emerg Med. 2020;7(1):14-20.   Published online March 31, 2020
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Objective
To evaluate the prognostic factors associated with the sustained return of spontaneous circulation (ROSC) and survival to hospital discharge in traumatic out-of-hospital cardiac arrest (TOHCA) patients without prehospital ROSC.

Methods
We analyzed Korean nationwide data from the Out-of-Hospital Cardiac Arrest Surveillance, and included adult TOHCA patients without prehospital ROSC from January 2012 to December 2016. The primary outcome was sustained ROSC (>20 minutes). The secondary outcome was survival to discharge. Multivariate analysis was performed to investigate factors associated with the outcomes of TOHCA patients.

Results
Among 142,905 cases of OHCA, 8,326 TOHCA patients were investigated. In multivariate analysis, male sex (odds ratio [OR], 1.326; 95% confidence interval [CI], 1.103–1.594; P=0.003), and an initial shockable rhythm (OR, 1.956; 95% CI, 1.113–3.439; P=0.020) were significantly associated with sustained ROSC. Compared with traffic crash, collision (OR, 1.448; 95% CI, 1.086–1.930; P=0.012) was associated with sustained ROSC. Fall (OR, 0.723; 95% CI, 0.589– 0.888; P=0.002) was inversely associated with sustained ROSC. Male sex (OR, 1.457; 95% CI, 1.026–2.069; P=0.035) and an initial shockable rhythm (OR, 4.724; 95% CI, 2.451–9.106; P<0.001) were significantly associated with survival to discharge. Metropolitan city (OR, 0.728; 95% CI, 0.541–0.980; P=0.037) was inversely associated with survival to discharge. Compared with traffic crash, collision (OR, 1.745; 95% CI, 1.125–2.708; P=0.013) was associated with survival to discharge.

Conclusion
Male sex, an initial shockable rhythm, and collision could be favorable factors for sustained ROSC, whereas fall could be an unfavorable factor. Male sex, non-metropolitan city, an initial shockable rhythm, and collision could be favorable factors in survival to discharge.

Citations

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