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Correlation of base deficit and age shock index with in-hospital mortality in geriatric major trauma patients: a 1-year retrospective study at a single level I trauma center in Indonesia. 基础缺陷和年龄休克指数与老年重大创伤患者住院死亡率的相关性:印度尼西亚单一一级创伤中心的1年回顾性研究
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-09-03 DOI: 10.20408/jti.2025.0021
Miftahul Khairat Musmar Elbama, M Iqbal Rivai, Irwan, Avit Suchitra, Aulia Rahman, Rose Dinda Martini

Purpose: Base deficit (BD) and age shock index have been utilized as an indicator of resuscitation adequacy and a predictor of poor outcomes in trauma cases, respectively. However, evidence regarding their correlation with in-hospital mortality among geriatric major trauma patients remains scarce in the literature.

Methods: This analytical observational study employed a retrospective cohort design involving 82 geriatric major trauma patients treated at our institution between November 2023 and November 2024. Data were collected from patients' medical records at admission (age, trauma mechanism, vital signs, Glasgow Coma Scale [GCS], Injury Severity Score, hemoglobin, BD, and comorbidities) and at discharge (survival or death).

Results: The geriatric major trauma patients who experienced in-hospital mortality were predominantly male, with an average age of 69.6 years. Traffic accidents constituted the most common trauma mechanism. Most patients presented with a GCS score between 13 and 15, and hypertension was the most frequently recorded comorbidity. BD demonstrated a significant correlation with in-hospital mortality (P<0.05). Severe BD was associated with the highest odds of in-hospital mortality (adjusted odds ratio, 40.72; 95% confidence interval, 2.90-560.86). Although age shock index did not directly correlate with mortality, it played a confounding role. Additionally, a GCS score of <9 was significantly correlated with in-hospital mortality (P<0.05).

Conclusions: The findings of this study can inform initial clinical management strategies for geriatric major trauma patients at trauma centers. Prompt resuscitation and treatment should be prioritized for patients presenting with moderate or severe BD to reduce preventable mortality in this population.

目的:基础缺陷(BD)和年龄休克指数分别被用作创伤病例复苏充分性的指标和不良预后的预测指标。然而,文献中关于它们与老年重大创伤患者住院死亡率相关性的证据仍然很少。方法:本分析性观察研究采用回顾性队列设计,纳入了2023年11月至2024年11月在我院治疗的82例老年严重创伤患者。数据收集自患者入院时的医疗记录(年龄、创伤机制、生命体征、格拉斯哥昏迷量表[GCS]、损伤严重程度评分、血红蛋白、BD和合并症)和出院时的医疗记录(生存或死亡)。结果:院内死亡的老年重大创伤患者以男性为主,平均年龄69.6岁。交通事故是最常见的创伤机制。大多数患者的GCS评分在13到15之间,高血压是最常见的合并症。结论:本研究结果可为创伤中心老年重大创伤患者的初步临床管理策略提供参考。对于出现中度或重度双相障碍的患者,应优先考虑及时复苏和治疗,以减少该人群中可预防的死亡率。
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引用次数: 0
Incidence and predictors of mortality among traumatic brain injury patients in Ethiopia: a systematic review and meta-analysis. 埃塞俄比亚外伤性脑损伤患者的发病率和死亡率预测因素:系统回顾和荟萃分析。
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-09-29 DOI: 10.20408/jti.2024.0104
Addisu Waleligne Tadesse, Derara Girma Tufa, Hiwot Dejene Dissassa, Melese Wagaye

Purpose: Traumatic brain injury (TBI) represents a significant public health concern due to its high incidence, substantial prevalence of chronic neuropsychiatric sequelae, disabilities, and economic burdens. Although several primary studies have examined mortality rates among individuals with TBI in Ethiopia, no systematic reviews and meta-analyses have yet synthesized these findings to provide a comprehensive nationwide estimate.

Methods: A systematic search for Ethiopian TBI mortality studies was conducted using PubMed, MEDLINE, Hinari, ScienceDirect, Ovid, the Web of Science, the Directory of Open Access Journals, and the African Journals Online. Following the PRISMA guidelines, we screened eligible studies, assessed quality with the Joanna Briggs Institute tool, and analyzed data in Stata ver. 18. A random-effects model estimated TBI mortality and the pooled odds ratios (PORs) of predictors. Heterogeneity (I2) was assessed, and subgroup analyses, meta-regression, forest plots, and funnel plots with Egger and Begg tests addressed variability and publication bias.

Results: Of 100 records, 23 studies (n=7,866) met inclusion. The pooled incidence of mortality from TBI in Ethiopia was 15.69% (95% confidence interval [CI], 12.41-18.96). Regional incidence varied from 3.15% (95% CI, 1.23-5.08) in the Sidama Region to 39.42% (95% CI, 33.25-45.59) in the Amhara Region. Identified predictors of mortality included aspiration pneumonia (POR, 10.41; 95% CI, 3.25-33.40), penetrating injury (POR, 1.76; 95% CI, 1.07-2.90), road traffic accident injuries (POR, 1.71; 95% CI, 1.11-2.64), severe Glasgow Coma Scale (GCS) scores (POR, 18.94; 95% CI, 7.37-48.7), moderate GCS scores (POR, 2.95; 95% CI, 1.60-5.44), bilateral pupillary reaction (POR, 24.56; 95% CI, 7.72-78.19), unilateral pupillary reaction (POR, 7.75; 95% CI, 4.45-13.48), hypoxia (POR, 8.22; 95% CI, 2.42-27.98), concomitant injuries (POR, 2.15; 95% CI, 1.05-4.38), complications (POR, 4.76; 95% CI, 2.49-9.09), surgical management (POR, 0.58; 95% CI, 0.36-0.94), and mechanical ventilation (POR, 4.45; 95% CI, 2.00-9.88).

Conclusions: The high TBI mortality in Ethiopia underscores the urgent need to expand advanced trauma care centers, deploy trained personnel beyond urban areas, and strengthen road safety policies to achieve Sustainable Development Goal targets by 2030.

目的:外伤性脑损伤(TBI)由于其高发病率、慢性神经精神后遗症、残疾和经济负担的普遍存在,是一个重要的公共卫生问题。尽管有几项初步研究调查了埃塞俄比亚TBI患者的死亡率,但尚未有系统的综述和荟萃分析将这些发现综合起来,以提供全面的全国估计。方法:使用PubMed、MEDLINE、Hinari、ScienceDirect、Ovid、Web of Science、Open Access Journals Directory和the African Journals Online对埃塞俄比亚TBI死亡率研究进行系统搜索。遵循PRISMA指南,我们筛选了符合条件的研究,使用Joanna Briggs Institute工具评估质量,并在Stata ver中分析数据。18. 随机效应模型估计TBI死亡率和预测因子的合并优势比(por)。异质性(I2)被评估,亚组分析、meta回归、森林图和漏斗图采用Egger和Begg检验来解决变异性和发表偏倚。结果:在100条记录中,23项研究(n= 7866)符合纳入标准。埃塞俄比亚TBI的总死亡率为15.69%(95%可信区间[CI], 12.41-18.96)。地区发病率从西达马地区的3.15% (95% CI, 1.23-5.08)到阿姆哈拉地区的39.42% (95% CI, 33.25-45.59)不等。确定的死亡预测因素包括吸入性肺炎(POR, 10.41, 95% CI, 3.25-33.40)、穿透性损伤(POR, 1.76, 95% CI, 1.07-2.90)、道路交通事故伤害(POR, 1.71, 95% CI, 1.11-2.64)、严重格拉斯哥昏迷评分(GCS) (POR, 18.94, 95% CI, 7.37-48.7)、中度格拉斯哥昏迷评分(POR, 2.95, 95% CI, 1.60-5.44)、双侧瞳孔反应(POR, 24.56, 95% CI, 7.72-78.19)、单侧瞳孔反应(POR, 7.75, 95% CI, 4.45-13.48)、缺氧(POR, 8.22;95% CI, 2.42-27.98)、伴随损伤(POR, 2.15; 95% CI, 1.05-4.38)、并发症(POR, 4.76; 95% CI, 2.49-9.09)、手术处理(POR, 0.58; 95% CI, 0.36-0.94)和机械通气(POR, 4.45; 95% CI, 2.00-9.88)。结论:埃塞俄比亚的高创伤性脑损伤死亡率表明,迫切需要扩大先进的创伤护理中心,在城市地区以外部署训练有素的人员,并加强道路安全政策,以实现到2030年的可持续发展目标。
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引用次数: 0
Trauma eponyms (1837-1950): a comprehensive historical review. 创伤同义词(1837-1950):一个全面的历史回顾。
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-09-29 DOI: 10.20408/jti.2025.0037
Halil Tekiner, Eileen S Yale, Jacob Draves, Steven H Yale

Trauma eponyms reflect historical advancements in trauma medicine across various organ systems, often honoring pioneering physicians. These terms trace the evolution of medical understanding, particularly during wartime, though some have been replaced by more precise terminology. A comprehensive literature review was performed using the PubMed database to identify trauma-related eponyms described from 1837 to 1950. Supplementary biographical sources were also consulted. Eponyms were analyzed regarding their geographic distribution, affected organ systems, and ongoing clinical relevance, emphasizing connections to advancements in imaging, surgical procedures, and trauma care. A total of 30 trauma-related eponyms were identified, predominantly originating from France and Germany, highlighting the European leadership in medical research during the 19th and early 20th centuries. The pre-World War I period (1837-1914) emphasized anatomical and pathological observations, exemplified by eponyms such as Ollivier syndrome (1837), Curling ulcer (1842), and Klumpke paralysis (1885). The World Wars and subsequent postwar era (1914-1950) prompted significant innovations in battlefield medicine and surgical techniques, resulting in eponyms such as Tinel sign (1915), Bywaters syndrome (1941), and Fegeler syndrome (1949). While some eponyms have become obsolete, others remain clinically relevant due to clearly defined pathophysiological characteristics. Developments in imaging modalities (x-rays, magnetic resonance imaging, and computed tomography) and surgical methods have reinforced the contemporary relevance of these terms. Trauma-related eponyms provide a historical framework for understanding the evolution of trauma care. Their continued use highlights their diagnostic value and the enduring influence of historical medical discoveries on contemporary clinical practice.

创伤的名字反映了创伤医学在各个器官系统的历史进步,通常是为了纪念先驱医生。这些术语追溯了医学认识的演变,特别是在战争期间,尽管有些术语已被更精确的术语所取代。使用PubMed数据库进行了全面的文献回顾,以确定从1837年到1950年描述的与创伤相关的名字。还查阅了补充的传记资料。我们分析了地名的地理分布、受影响的器官系统和正在进行的临床相关性,强调了与成像、外科手术和创伤护理的进步的联系。总共确定了30个与创伤有关的名字,主要来自法国和德国,突出了欧洲在19世纪和20世纪初医学研究方面的领导地位。第一次世界大战前时期(1837-1914)强调解剖和病理观察,以奥利维尔综合征(1837)、冰壶溃疡(1842)和克伦普克麻痹(1885)为例。第二次世界大战和随后的战后时期(1914-1950)促进了战场医学和外科技术的重大创新,产生了诸如蒂内尔综合征(1915),Bywaters综合征(1941)和Fegeler综合征(1949)等名字。虽然一些名字已经过时,但由于明确定义的病理生理特征,其他名字仍然具有临床相关性。成像方式(x射线、磁共振成像和计算机断层扫描)和手术方法的发展加强了这些术语的当代相关性。创伤相关的名字为理解创伤护理的演变提供了一个历史框架。它们的持续使用突出了它们的诊断价值和历史医学发现对当代临床实践的持久影响。
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引用次数: 0
Spontaneous resolution of papilledema and multilayered hemorrhages in Terson syndrome associated with subarachnoid hemorrhage: a case report. 自发性解决乳头水肿和多层出血的Terson综合征与蛛网膜下腔出血:1例报告。
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-06-25 DOI: 10.20408/jti.2024.0097
Shreyas Temkar, Hemanth Ramachandar, Astha Gupta, Amit Kumar Deb

Terson syndrome (TS) is a condition characterized by the association of intraocular hemorrhages with an underlying intracranial bleed. Although it is widely postulated that the condition arises from raised intracranial pressure, the occurrence of papilledema is rarely reported in TS. We present a case involving a 35 year old male patient who developed TS following a head injury. Papilledema was incidentally detected and managed with measures aimed at reducing intracranial pressure. The patient subsequently experienced spontaneous resolution of both the cerebral and ocular hemorrhages, as well as resolution of the papilledema. A dilated fundus examination is strongly recommended for any patient presenting with intracranial hemorrhage (especially subarachnoid hemorrhage) to identify intraocular hemorrhages and papilledema.

Terson综合征(TS)是一种以眼内出血与潜在颅内出血相关为特征的疾病。尽管人们普遍认为这种情况是由颅内压升高引起的,但在TS中发生乳头水肿的报道却很少。我们报告了一位35岁的男性患者,他在头部受伤后发生了TS。乳头水肿被偶然发现,并通过降低颅内压的措施加以处理。患者随后经历了脑出血和眼出血的自发消退,以及乳头水肿的消退。对于出现颅内出血(尤其是蛛网膜下腔出血)的患者,强烈建议行眼底扩张检查,以确定是否有眼内出血和乳头水肿。
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引用次数: 0
Comparison of pedestrian injury characteristics between preschoolers and early school-aged children in Korea: a cross-sectional study. 韩国学龄前儿童和学龄儿童行人损伤特征的比较:一项横断面研究。
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-09-29 DOI: 10.20408/jti.2025.0040
Ha Na Jeong, Chan Yong Park

Purpose: Pedestrian traffic injuries pose a significant public health issue worldwide and remain prevalent in Korea despite ongoing efforts to improve traffic safety. To inform future initiatives aimed at addressing this problem, this study compared pedestrian injuries between preschoolers (aged 4-5 years) and early school-aged children (aged 6-7 years), using national data on pedestrian injuries in these groups.

Methods: This study analyzed secondary data from the 2020 Community-Based Severe Trauma Surveillance (2016-2020). Injury-related characteristics and outcome variables were compared between the two age groups. Additionally, the distribution of pedestrian injuries was analyzed by month, day, and time.

Results: Of 413 pedestrian injuries, 173 (41.9%) occurred in preschoolers and 240 (58.1%) occurred in early school-aged children. Injuries most frequently occurred in July for preschoolers (18.5%) and in June for early school-aged children (13.3%). Preschoolers experienced more injuries on Saturdays (22.0%), whereas early school-aged children had higher injury rates on Tuesdays and Thursday both (17.9%). Peak injury times were around 5 PM for preschoolers (16.2%) with a secondary peak at 9 AM (15.6%). For early school-aged children, 5 and 6 PM were peak injury times (both 14.6%), with a secondary peak at 3 PM (14.2%). The severe injury group (Injury Severity Score, 16-75) had a significantly higher mortality rate than the mild/moderate injury group (Injury Severity Score, 1-15; odds ratio, 5.65; P=0.006). Furthermore, the mortality rate was significantly higher at local emergency centers than at regional trauma centers (odds ratio, 4.00; P=0.011).

Conclusions: Understanding the distinct characteristics of pedestrian injuries among young children can inform targeted interventions and policies, ultimately mitigating this problem and improving traffic safety for children in Korea and globally.

目的:行人交通伤害是世界范围内的一个重大公共卫生问题,尽管韩国正在努力改善交通安全,但行人交通伤害在韩国仍然普遍存在。为了为未来解决这一问题的举措提供信息,本研究比较了学龄前儿童(4-5岁)和学龄早期儿童(6-7岁)的行人伤害情况,使用了这些群体的行人伤害国家数据。方法:本研究分析了2020年社区严重创伤监测(2016-2020)的二手数据。比较两个年龄组的损伤相关特征和结果变量。此外,还按月、日、时间分析了行人损伤的分布。结果:413例行人伤害中,学龄前儿童173例(41.9%),学龄前儿童240例(58.1%)。伤害最常发生在7月的学龄前儿童(18.5%)和6月的早期学龄儿童(13.3%)。学龄前儿童在周六受伤较多(22.0%),而学龄儿童在周二和周四受伤率较高(17.9%)。学龄前儿童的峰值伤害时间在下午5点左右(16.2%),第二个峰值在上午9点(15.6%)。对于早期学龄儿童,下午5点和6点是损伤高峰时间(均为14.6%),下午3点是二次高峰(14.2%)。重型损伤组(injury Severity Score, 16 ~ 75)的死亡率明显高于轻中度损伤组(injury Severity Score, 1 ~ 15;优势比5.65;P=0.006)。此外,当地急救中心的死亡率显著高于区域创伤中心(优势比为4.00;P=0.011)。结论:了解幼儿行人伤害的独特特征可以为有针对性的干预和政策提供信息,最终缓解这一问题,改善韩国乃至全球儿童的交通安全。
{"title":"Comparison of pedestrian injury characteristics between preschoolers and early school-aged children in Korea: a cross-sectional study.","authors":"Ha Na Jeong, Chan Yong Park","doi":"10.20408/jti.2025.0040","DOIUrl":"10.20408/jti.2025.0040","url":null,"abstract":"<p><strong>Purpose: </strong>Pedestrian traffic injuries pose a significant public health issue worldwide and remain prevalent in Korea despite ongoing efforts to improve traffic safety. To inform future initiatives aimed at addressing this problem, this study compared pedestrian injuries between preschoolers (aged 4-5 years) and early school-aged children (aged 6-7 years), using national data on pedestrian injuries in these groups.</p><p><strong>Methods: </strong>This study analyzed secondary data from the 2020 Community-Based Severe Trauma Surveillance (2016-2020). Injury-related characteristics and outcome variables were compared between the two age groups. Additionally, the distribution of pedestrian injuries was analyzed by month, day, and time.</p><p><strong>Results: </strong>Of 413 pedestrian injuries, 173 (41.9%) occurred in preschoolers and 240 (58.1%) occurred in early school-aged children. Injuries most frequently occurred in July for preschoolers (18.5%) and in June for early school-aged children (13.3%). Preschoolers experienced more injuries on Saturdays (22.0%), whereas early school-aged children had higher injury rates on Tuesdays and Thursday both (17.9%). Peak injury times were around 5 PM for preschoolers (16.2%) with a secondary peak at 9 AM (15.6%). For early school-aged children, 5 and 6 PM were peak injury times (both 14.6%), with a secondary peak at 3 PM (14.2%). The severe injury group (Injury Severity Score, 16-75) had a significantly higher mortality rate than the mild/moderate injury group (Injury Severity Score, 1-15; odds ratio, 5.65; P=0.006). Furthermore, the mortality rate was significantly higher at local emergency centers than at regional trauma centers (odds ratio, 4.00; P=0.011).</p><p><strong>Conclusions: </strong>Understanding the distinct characteristics of pedestrian injuries among young children can inform targeted interventions and policies, ultimately mitigating this problem and improving traffic safety for children in Korea and globally.</p>","PeriodicalId":52698,"journal":{"name":"Journal of Trauma and Injury","volume":"38 3","pages":"211-220"},"PeriodicalIF":0.2,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12489158/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145208464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Open total talar dislocation treated with reimplantation of the talus and reverse adipofascial sural flap: a case report. 距骨再植及逆行腓肠脂肪筋膜瓣治疗开放性距骨全脱位1例。
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-08-22 DOI: 10.20408/jti.2025.0010
Antonio Gilli, Maria Gabriella Lettera, Neomi Stefanetti, Georgios Touloupakis, Emmanouil Theodorakis, Elisa Pernigotti, Guido Antonini

Talar extrusion is an extremely rare injury, with few cases described in the literature. Treatment options vary and are primarily determined by the degree of soft tissue involvement and the surgeon's experience. Good or acceptable outcomes have been reported with talar reimplantation, even in cases of open dislocations with severe contamination. However, a high complication rate has been observed, with infections and avascular necrosis of the talus representing the most frequent complications. The aim of this study is to present a case of open talar dislocation that was successfully treated. An 18-year-old male patient with an open talar extrusion and severe soft tissue damage was treated with reimplantation of the talus, yielding favorable results. Soft tissues were simultaneously reconstructed using a reverse adipofascial sural flap. The patient remained infection-free, and no signs of avascular necrosis were observed 1 year after the trauma.

距骨挤压是一种极为罕见的损伤,文献中很少有病例描述。治疗方案多种多样,主要取决于软组织受累程度和外科医生的经验。据报道,即使在严重污染的开放性脱位病例中,距骨再植也有良好或可接受的结果。然而,观察到高并发症发生率,感染和距骨缺血性坏死是最常见的并发症。本研究的目的是介绍一例成功治疗的开放性距骨脱位。一位18岁的男性患者因距骨开放性挤压和严重的软组织损伤接受距骨再植治疗,取得了良好的效果。同时使用腓肠脂肪筋膜瓣重建软组织。患者无感染,创伤后1年未见血管坏死迹象。
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引用次数: 0
Artificial intelligence models for predicting pulmonary complications in patients with chest trauma: a retrospective study. 预测胸部创伤患者肺部并发症的人工智能模型:一项回顾性研究。
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-09-29 DOI: 10.20408/jti.2025.0100
Junepill Seok, Jinseok Lee, Wu Seong Kang

Purpose: Pulmonary complications, including pneumonia and respiratory failure, continue to be major contributors to morbidity and mortality in patients with chest trauma. Although several artificial intelligence (AI) models have been developed to predict trauma mortality, there remains a lack of AI-based prediction models specifically targeting pulmonary complications in chest trauma. To address this gap, we developed and validated an explainable AI model for predicting pulmonary complications.

Methods: This retrospective analysis included 1,040 patients with blunt chest trauma who were treated at a single regional trauma center between January 2019 and March 2023. Pulmonary complications were defined as pneumonia, prolonged mechanical ventilation (>48 hours), or other major thoracic complications necessitating surgical intervention. Machine learning algorithms, including extreme gradient boosting (XGBoost), random forest, adaptive boosting (AdaBoost), light gradient boosting machine (LightGBM), and a deep neural network, were trained using hyperparameter tuning and threefold cross-validation. Model performance was evaluated by sensitivity, specificity, accuracy, balanced accuracy, F1 score, and the area under the receiver operating characteristic curve (AUC). Model interpretability was assessed using Shapley Additive Explanations (SHAP) values.

Results: Among the total cohort, 188 patients (18.1%) developed pulmonary complications. In the independent testing dataset (n=208), XGBoost achieved the highest AUC (0.856), while AdaBoost demonstrated the highest balanced accuracy (0.779). All machine learning models outperformed conventional scoring systems. SHAP analysis identified key predictors of pulmonary complications, including age, Injury Severity Score, Glasgow Coma Scale score, Abbreviated Injury Scale of the extremity or head, initial PaO2 to fraction of inspired oxygen ratio, location of the primary rib fracture, and presence of flail motion.

Conclusions: The developed AI model accurately predicts pulmonary complications in patients with chest trauma and outperforms traditional prognostic tools. The model's explainability offers actionable clinical insights, supporting early risk stratification and evidence-based decision-making in trauma care.

目的:肺部并发症,包括肺炎和呼吸衰竭,仍然是胸外伤患者发病率和死亡率的主要原因。尽管已经开发了几种人工智能(AI)模型来预测创伤死亡率,但仍然缺乏专门针对胸部创伤中肺部并发症的基于AI的预测模型。为了解决这一差距,我们开发并验证了一个可解释的人工智能模型,用于预测肺部并发症。方法:本回顾性分析包括2019年1月至2023年3月在单一区域创伤中心治疗的1040例钝性胸部创伤患者。肺部并发症定义为肺炎、延长机械通气时间(bbb48小时)或其他需要手术干预的主要胸部并发症。机器学习算法,包括极端梯度增强(XGBoost)、随机森林、自适应增强(AdaBoost)、光梯度增强机(LightGBM)和深度神经网络,使用超参数调谐和三重交叉验证进行训练。通过敏感性、特异性、准确性、平衡准确性、F1评分和受试者工作特征曲线下面积(AUC)来评价模型的性能。采用Shapley加性解释(SHAP)值评估模型可解释性。结果:在整个队列中,188例患者(18.1%)出现肺部并发症。在独立测试数据集(n=208)中,XGBoost实现了最高的AUC(0.856),而AdaBoost显示了最高的平衡精度(0.779)。所有的机器学习模型都优于传统的评分系统。SHAP分析确定了肺部并发症的关键预测因素,包括年龄、损伤严重程度评分、格拉斯哥昏迷评分、四肢或头部简略损伤评分、初始PaO2与吸入氧的比例、主要肋骨骨折的位置和连枷运动的存在。结论:所建立的人工智能模型能够准确预测胸外伤患者的肺部并发症,优于传统的预后工具。该模型的可解释性提供了可操作的临床见解,支持创伤护理的早期风险分层和循证决策。
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引用次数: 0
Successful minimally invasive reduction surgery with a micro burr hole in a pediatric patient with depressed skull fracture: a case report. 微创复位手术成功与微钻孔儿童患者颅骨凹陷性骨折:1例报告。
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-06-25 DOI: 10.20408/jti.2025.0015
Seung Han Yu, Hyuk Jin Choi, Byung Chul Kim, Mahn Jeong Ha

A 5-year-old female pediatric patient with head trauma was transferred to our regional trauma center. A depressed skull fracture measuring 45 mm in diameter and 6 mm in depth was diagnosed using a 3-dimensional (3D) computed tomography (CT) scan. Despite the absence of significant neurological symptoms, the extent of the depression necessitated surgical intervention on the third day of hospitalization. Using a 2 mm micro burr, two holes were drilled at strategically selected points of the fracture identified by 3D CT. Adson blunt dissecting hooks were inserted through the burr holes to elevate and reduce the fracture. Postoperative CT scans, including a follow-up scan on the 36th day, demonstrated stable reduction. The minimally invasive technique applied for pediatric depressed skull fracture reduction may significantly reduce pain, shorten recovery time, and decrease hospitalization duration, yielding favorable outcomes.

一名头部外伤的5岁女儿科患者被转移到我们的区域创伤中心。使用三维(3D)计算机断层扫描(CT)诊断为直径45 mm,深度6 mm的凹陷性颅骨骨折。尽管没有明显的神经系统症状,但抑郁症的程度需要在住院第三天进行手术干预。使用2mm的微毛刺,在3D CT识别的有策略地选择的裂缝点上钻两个孔。通过钻孔插入Adson钝性解剖钩以提升和复位骨折。术后CT扫描,包括第36天的随访扫描,显示稳定复位。微创技术应用于小儿凹陷性颅骨骨折复位,可显著减轻疼痛,缩短恢复时间,缩短住院时间,效果良好。
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引用次数: 0
Assessing the outcomes and complications of abdominal trauma using the adapted Clavien-Dindo in trauma scoring system in a tertiary hospital: an observational study. 在三级医院使用改进型Clavien-Dindo创伤评分系统评估腹部创伤的结局和并发症:一项观察性研究
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-09-29 DOI: 10.20408/jti.2025.0032
Kollanur Charan, Naveen Sharma, Mahaveer Singh Rodha, Ramkaran Chaudhary, Arvind Sinha, Siddhi Chawla

Purpose: The adapted Clavien-Dindo in trauma (ACDiT) scoring system modifies the original Clavien-Dindo system to grade complications in both operatively and nonoperatively managed trauma patients. This study aimed to validate the ACDiT tool as a novel outcome measure in abdominal trauma patients, correlating ACDiT scores with hospital length of stay (LOS), intensive care unit (ICU) LOS, and mortality. We also described injury patterns and identified factors associated with morbidity and mortality.

Methods: A prospective observational study was conducted over 18 months at a tertiary hospital in Western Rajasthan, India. A total of 154 patients with an Abbreviated Injury Scale (AIS) ≥2 were included, while pregnant and lactating mothers were excluded. Complications were graded using ACDiT, and outcomes such as LOS and ICU LOS were analyzed.

Results: Among 154 patients, 90.3% sustained blunt trauma and 9.7% had penetrating injuries. Significant extra-abdominal injuries (AIS >2) were noted in 46.1%. Complications occurred in 38.3% of patients, with grade II complications being the most common (20.3%). Higher ACDiT grades were significantly associated with prolonged LOS (P<0.001) and ICU LOS (P=0.001). The ACDiT scale demonstrated a strong predictive value for morbidity and mortality (adjusted R2=0.11, P<0.001).

Conclusions: The ACDiT is a reliable and objective tool for assessing complications and outcomes in abdominal trauma patients, effectively correlating with LOS and ICU LOS.

目的:改进的Clavien-Dindo创伤(ACDiT)评分系统修改了原来的Clavien-Dindo系统,对手术和非手术治疗的创伤患者的并发症进行分级。本研究旨在验证ACDiT工具作为腹部创伤患者的一种新的结局测量方法,将ACDiT评分与住院时间(LOS)、重症监护病房(ICU) LOS和死亡率联系起来。我们还描述了损伤模式,并确定了与发病率和死亡率相关的因素。方法:在印度拉贾斯坦邦西部的一家三级医院进行了一项为期18个月的前瞻性观察研究。共纳入154例简易损伤量表(AIS)≥2的患者,排除孕妇和哺乳期母亲。采用ACDiT对并发症进行分级,并对术后LOS和ICU LOS等结果进行分析。结果:154例患者中,90.3%为钝性损伤,9.7%为穿透性损伤。显著腹外损伤(AIS >2)占46.1%。38.3%的患者出现并发症,其中II级并发症最为常见(20.3%)。结论:ACDiT是评估腹部创伤患者并发症和预后的可靠、客观的工具,与LOS和ICU LOS有效相关。
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引用次数: 0
The Last Temptation of Christ as terminal hallucination: a trauma surgeon's interpretation of hypovolemic shock in literature and film. 作为终极幻觉的基督的最后诱惑:一个创伤外科医生对文学和电影中低血容量性休克的解释。
IF 0.2 Pub Date : 2025-09-01 Epub Date: 2025-09-29 DOI: 10.20408/jti.2025.0113
Kun Hwang, Chan Yong Park
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引用次数: 0
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Journal of Trauma and Injury
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