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The Influence of BMI on Mortality and Clinical Outcomes After Burns. BMI对烧伤后死亡率和临床结果的影响。
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2026-02-12 DOI: 10.3390/ebj7010012
Julia Kleinhapl, Rudy Ji, Lucineia Gainski Danielski, George Golovko, Alen Palackic, Philong Nguyen, Ludwik K Branski, Steven E Wolf, Celeste C Finnerty, Oscar E Suman

Background: Weight extremes are linked to morbidity, yet their impact on burn outcomes remains underinvestigated. Prior studies suggest an 'obesity paradox', showing survival benefits and better functional outcomes in obese patients.

Methods: This study used the global real-world database TriNetX to assess the association between body mass index (BMI) and clinical outcomes in adult burn patients, categorized using WHO definitions. After 1:1 propensity score matching for demographics, burn severity, and smoke inhalation injury, clinical outcomes were analyzed over a six-month period following burn injury. Outcomes included mortality, sepsis, pneumonia, acute kidney injury (AKI), cardiovascular events, graft complications, skin infections, and psychological impairment.

Results: After matching, 9736 patients were included in the underweight versus normal weight comparison, 72,274 in overweight versus normal weight, 71,195 in obesity versus normal weight, and 9732 in underweight versus obesity. Underweight patients were associated with higher mortality and increased risks of sepsis, pneumonia, cardiovascular events, and psychological impairment. Overweight and obese patients showed higher survival rates and overall better clinical outcome associations.

Conclusions: These findings are consistent with the previously described 'obesity paradox' in burn care and identify underweight burn patients as a distinct high-risk subgroup.

背景:极端体重与发病率有关,但其对烧伤结果的影响仍未得到充分研究。先前的研究提出了一个“肥胖悖论”,显示肥胖患者的生存益处和更好的功能预后。方法:本研究使用全球真实世界数据库TriNetX来评估成人烧伤患者的体重指数(BMI)与临床结果之间的关系,并根据世卫组织的定义进行分类。在对人口统计学、烧伤严重程度和烟雾吸入性损伤进行1:1倾向评分匹配后,对烧伤后六个月内的临床结果进行分析。结果包括死亡率、败血症、肺炎、急性肾损伤(AKI)、心血管事件、移植物并发症、皮肤感染和心理障碍。结果:匹配后,9736例患者被纳入体重不足与正常体重的比较,72,274例患者被纳入超重与正常体重的比较,71,195例患者被纳入肥胖与正常体重的比较,9732例患者被纳入体重不足与肥胖的比较。体重过轻的患者死亡率较高,败血症、肺炎、心血管事件和心理障碍的风险增加。超重和肥胖患者表现出更高的生存率和总体上更好的临床结果相关。结论:这些发现与先前描述的烧伤护理中的“肥胖悖论”一致,并确定体重过轻的烧伤患者是一个独特的高风险亚组。
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引用次数: 0
Intravascular Rewarming in Major Burns: A Rare but Serious Catheter-Related Complication. 严重烧伤的血管内再温:一种罕见但严重的导管相关并发症。
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2026-02-09 DOI: 10.3390/ebj7010010
Theodora Ligomenou, Eirini Nikolaidou, Argiro Pipinia, Georgios Trellopoulos, Stavros Galanis, Myrto Tzimou, Georgia Vasileiadou, Sophia Papadopoulou

Introduction: Patients with major burn injuries are highly susceptible to hypothermia due to extensive skin loss, aggressive fluid resuscitation, repeated surgical procedures, and exposure during wound care. Hypothermia is associated with coagulation disorders, increased blood loss, impaired immune response, prolonged hospitalization, and increased mortality. When conventional warming strategies fail, intravascular temperature management systems may be employed, although they carry risks inherent to central venous catheters. Case Report: We report the case of a 26-year-old male with 66% total body surface area flame burns and inhalational injury, admitted to the Burns Intensive Care Unit with persistent hypothermia despite standard warming measures. An intravascular temperature management catheter was inserted via the femoral vein and successfully restored normothermia. Due to clinical instability, the catheter remained in situ beyond the recommended duration. During attempted catheter removal, significant resistance was encountered, raising concern for mechanical malfunction. Imaging confirmed catheter entrapment without fracture. Multidisciplinary management involving vascular surgery and interventional radiology enabled successful removal using endovascular snare techniques. A detached balloon fragment was identified and secured with venous stenting. Conclusions: This report describes the first documented case of complicated removal of an intravascular warming catheter due to balloon detachment in burn patients. Physicians using these devices should be aware of this possible complication and be prepared for its management.

导读:严重烧伤患者由于大面积皮肤脱落、积极的液体复苏、反复的外科手术和伤口护理期间的暴露,极易发生低温症。低温与凝血功能障碍、失血增加、免疫反应受损、住院时间延长和死亡率增加有关。当传统的升温策略失败时,可以采用血管内温度管理系统,尽管它们具有中心静脉导管固有的风险。病例报告:我们报告一例26岁男性,体表面积66%的火焰烧伤和吸入性损伤,尽管采取了标准的加热措施,但仍因持续体温过低而住进烧伤重症监护室。通过股静脉插入血管内温度管理导管,成功恢复正常体温。由于临床不稳定,导管留在原位超过了推荐的时间。在试图取出导管时,遇到了明显的阻力,引起了对机械故障的关注。影像学证实导管夹持无骨折。包括血管外科和介入放射学在内的多学科管理使血管内陷阱技术成功切除。发现一个脱落的球囊碎片,并用静脉支架固定。结论:本报告描述了第一例因烧伤患者球囊脱离导致的复杂的血管内加热导管拔除。使用这些装置的医生应该意识到这种可能的并发症,并为其管理做好准备。
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引用次数: 0
How Patients Seek and Value Online Scar-Related Information: A Qualitative Study. 患者如何寻求和重视在线疤痕相关信息:一项定性研究。
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2026-02-06 DOI: 10.3390/ebj7010009
Koen Maertens, Nancy Van Loey, Peter Moortgat, Jill Meirte

Background: Pathological scarring (PS) following surgical procedures, burns, or trauma poses significant clinical, psychological, and socio-economic challenges. Despite the high prevalence of PS, reliable information resources are limited, often leading individuals to depend on unvalidated online sources. To address this gap, we developed MyScarSpecialist.com, an evidence-based website providing comprehensive information on scar types, characteristics, and treatment options. This study aimed to optimize the website through co-creation with patients and clinicians.

Methods: Semi-structured focus group meetings were conducted with patients and carers; sessions were recorded, transcribed, and analyzed using thematic analysis.

Results: From the 3 focus group meetings with 15 patients with scars and 3 carers, four key themes emerged: (1) Information Sources: The Role of Professionals, Peers, and Digital Media in information sharing; (2) Desired information: From scar typing to treatment outcomes to psychosocial impact; (3) Website design: Audience preferences on content layering, information load, and image positioning; (4) Readability: Optimizing content for comprehension. Participants highlighted the need for enhanced peer support and resources addressing the psychological impact of scarring.

Conclusions: These findings provide comprehensive insights for optimizing medical educational websites, ensuring inclusivity, accessibility, and empowerment for patients through co-designed strategies.

背景:外科手术、烧伤或创伤后的病理性瘢痕(PS)带来了重大的临床、心理和社会经济挑战。尽管PS非常普遍,但可靠的信息资源有限,常常导致个人依赖未经验证的在线资源。为了解决这一问题,我们开发了MyScarSpecialist.com,这是一个以证据为基础的网站,提供关于疤痕类型、特征和治疗方案的全面信息。本研究旨在通过与患者和临床医生共同创建来优化网站。方法:与患者和护理人员进行半结构化焦点小组会议;会议记录,转录和分析使用专题分析。结果:通过15名疤痕患者和3名护理人员的3次焦点小组会议,得出了4个关键主题:(1)信息来源:专业人员、同行和数字媒体在信息共享中的作用;(2)期望信息:从疤痕分型到治疗结果再到心理社会影响;(3)网站设计:受众对内容层次、信息负载、形象定位的偏好;(4)可读性:优化内容,便于理解。与会者强调需要加强同伴支持和资源,以解决疤痕的心理影响。结论:这些发现为优化医学教育网站提供了全面的见解,通过共同设计的策略确保患者的包容性、可访问性和赋权。
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引用次数: 0
Oxygen-Enriched Olive-Oil Dressing in Moderate-Degree Pediatric Burns: Impact on Care and Budget over a 4-Year Period in a Tertiary Children's Hospital. 富氧橄榄油敷料治疗中度小儿烧伤:对一家三级儿童医院4年护理和预算的影响
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2026-02-05 DOI: 10.3390/ebj7010008
Silvia Borghetti, Ugo Maria Pierucci, Chiara Palladino, Stefania Vimercati, Francesca Selmin, Andrea Marcellusi, Giulia Tosi, Alessia Musitelli, Elena Zoia, Irene Paraboschi, Gloria Pelizzo

Background: Pediatric burns cause considerable morbidity and hospital resource use. Advanced dressings on moderate-degree pediatric burns that accelerate healing may offset acquisition costs by shortening length of stay (LOS).

Objective: The aim of this study was to assess the budget impact of introducing an oxygen-enriched olive-oil dressing for pediatric burns (grade I-IIG; total body surface area < 20%) at a tertiary children's hospital.

Methods: A hospital-perspective budget impact analysis was conducted according to ISPOR guidance over a 4-year horizon (2022-2025). The study population included 32 inpatients (<18 years) with non-extensive, moderate-degree burns treated between 2022 and 2023. Two scenarios were modeled: (i) standard of care (SoC) and (ii) SoC plus the oxygen-enriched olive-oil dressing (OEoD), with annual caseload projections to 2025. Costs combined treatment (dressings, drugs, and devices) and hospitalization data provided by the hospital's Control & Management Unit. The average daily hospitalization cost was €1438.99.

Results: Compared with SoC, the OEoD scenario increased per-patient dressing costs (mean €271.4 vs. €121.9) but reduced LOS (mean 7.3 vs. 16.6 days), leading to lower overall hospitalization expenditure. Total annual costs decreased by 7%, 13%, 16%, and 18% across 2022-2025, respectively (for example, 2025: €612,516 vs. €751,445; Δ -€138,929). Cumulative 4-year savings reached €337,399. Deterministic sensitivity analysis confirmed the robustness of these findings, with savings persisting under variable assumptions.

Conclusions: Despite higher acquisition costs, oxygen-enriched olive-oil dressings were associated with shorter LOS and meaningful budget savings in pediatric burn care. These results support their integration into multidisciplinary burn management pathways and call for further prospective multicenter validation.

背景:儿童烧伤引起相当大的发病率和医院资源的使用。高级敷料对中度小儿烧伤,加速愈合可能抵消购置成本缩短住院时间(LOS)。目的:本研究的目的是评估在一家三级儿童医院引入富氧橄榄油敷料治疗儿童烧伤(I-IIG级;体表总面积< 20%)的预算影响。方法:根据ISPOR指导进行医院视角的预算影响分析,为期4年(2022-2025)。研究人群包括32名住院患者(结果:与SoC相比,OEoD方案增加了每位患者的包扎费用(平均271.4欧元对121.9欧元),但减少了LOS(平均7.3欧元对16.6天),导致总体住院费用降低。在2022-2025年期间,年度总成本分别下降了7%、13%、16%和18%(例如,2025年:612,516欧元对751,445欧元;Δ - 138,929欧元)。4年累计节省了337,399欧元。确定性敏感性分析证实了这些发现的稳健性,在可变假设下节约持续存在。结论:尽管获得成本较高,富氧橄榄油敷料与较短的LOS和有意义的预算节约有关。这些结果支持将其整合到多学科烧伤管理途径中,并需要进一步的前瞻性多中心验证。
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引用次数: 0
Three-Dimensional Visualisation of Burn Wounds: Concordance of Artec Eva and Revopoint Miraco with Clinical Photography-A Case Series. 烧伤创面的三维可视化:Artec Eva和revpoint Miraco与临床摄影的一致性-病例系列。
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2026-01-28 DOI: 10.3390/ebj7010007
Katarína Dudová, Bibiána Ondrejová, Tomáš Demčák, Monika Michalíková, Lucia Bednarčíková, Jozef Živčák, Peter Lengyel, Erik Eliáš

Accurate documentation of burn wounds is essential for evaluating treatment outcomes and monitoring healing progression. Traditional two-dimensional (2D) photography remains the clinical standard but lacks depth and volumetric accuracy. Three-dimensional (3D) scanning offers enhanced visualization of wound morphology and tissue vitality, potentially improving objectivity in burn assessment. This study compares two handheld 3D scanning systems-Artec Eva and Revopoint Miraco-in documenting acute and healing burn wounds, using standard clinical photography as the reference. Fifteen patients with second-degree and third-degree burns were prospectively examined at the Burn Unit of AGEL Hospital Košice-Šaca, with five representative cases selected for detailed analysis. For each patient, clinical photographs and paired 3D scans were obtained under standardized conditions and evaluated for color fidelity, wound margin clarity, representation of epithelialisation islands, necrotic tissue, and correlation with clinical findings. Across all cases, Artec Eva demonstrated superior color accuracy, clearer wound delineation, and more realistic visualization of tissue vitality and re-epithelialisation. Revopoint Miraco reliably captured wound shape but produced darker tones and exaggerated surface relief, occasionally distorting depth perception. Overall, both systems successfully identified key healing features; however, Artec Eva provided more clinically accurate and visually consistent results. Three-dimensional scanning represents a valuable adjunct to conventional burn documentation.

准确记录烧伤创面对于评估治疗效果和监测愈合进展至关重要。传统的二维(2D)摄影仍然是临床标准,但缺乏深度和体积精度。三维(3D)扫描增强了伤口形态和组织活力的可视化,潜在地提高了烧伤评估的客观性。本研究比较了两种手持式3D扫描系统——artec Eva和revpoint miracle——在记录急性和愈合烧伤伤口方面,使用标准临床摄影作为参考。在AGEL医院Košice-Šaca烧伤科对15例二度和三度烧伤患者进行前瞻性检查,选择5例有代表性的病例进行详细分析。对于每位患者,在标准化条件下获得临床照片和配对3D扫描,并评估色彩保真度、伤口边缘清晰度、上皮化岛的表现、坏死组织以及与临床表现的相关性。在所有病例中,Artec Eva显示出卓越的颜色准确性,更清晰的伤口描绘,更真实的组织活力和再上皮化可视化。Revopoint Miraco可靠地捕捉了伤口的形状,但产生了较暗的色调和夸张的表面浮雕,偶尔会扭曲深度感知。总的来说,两个系统都成功地识别了关键的愈合特征;然而,Artec Eva提供了更准确的临床和视觉一致的结果。三维扫描是传统烧伤记录的宝贵补充。
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引用次数: 0
Factors That Impact Psychosocial Recovery 12 Months After Non-Severe Pediatric Burn in Western Australia. 影响心理社会恢复的因素在西澳大利亚州非严重儿童烧伤后12个月。
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2026-01-19 DOI: 10.3390/ebj7010005
Amira Allahham, Dinithi Atapattu, Victoria Shoesmith, Fiona M Wood, Lisa J Martin

Background: A childhood burn presents new and unfamiliar challenges to patients and their parents during recovery. These injuries can negatively impact activities such as independence in self-care, participation in physical activity, and social interaction. As such, pediatric burn patients are at risk of poorer quality of life (QoL) outcomes after their burn. In this longitudinal, observational cohort study, we examined the social, demographic, and clinical factors that were associated with a poor QoL at 12 months postburn for pediatric patients aged > 2 years with non-severe burns in Western Australia. Methods: Inpatients were recruited from the pediatric burn unit at Perth Children's Hospital in Western Australia between February 2021 and September 2022. Demographic and family information (age, sex, postcode, parental education, languages spoken at home) and clinical data (burn cause, TBSA%, location, surgical interventions, length of stay) were collected at baseline. At 6 and 12 months, caregivers completed the Brisbane Burn Scar Impact Profile (BBSIP). Results: A total of 37 caregivers completed the Brisbane Burn Scar Impact Profile (BBSIP). For the child's QoL, 57% of caregivers reported that some impact remained for overall QoL, 32% for sensory intensity, 46% for sensitivity, 22% for daily living (22%), and 19% for emotional reactions. Parent worry was impacted in 46% of caregivers. Being female was associated with greater long-term impacts, particularly in overall functioning and parental worry. The burn location also influenced outcomes, with injuries to the upper limbs linked to higher sensory intensity and emotional impact. Children from culturally and linguistically diverse (CaLD) backgrounds, indicated by those speaking a language other than English at home (LOTE), demonstrated significantly greater effects across several domains, including overall impact, daily living, appearance, and parent worry. Conclusions: A substantial proportion of children continued to experience impacts from non-severe burns across multiple domains, indicating that even small-area burns can have lasting effects. The factors associated with worse scores were the child being female, the families being linguistically diverse, and upper body burns.

背景:儿童烧伤在康复过程中对患者及其父母提出了新的和不熟悉的挑战。这些伤害会对自理能力、参与体育活动和社会交往等活动产生负面影响。因此,儿科烧伤患者在烧伤后的生活质量(QoL)结果较差。在这项纵向、观察性队列研究中,我们研究了与西澳大利亚州年龄为bb0 ~ 2岁的非严重烧伤儿童患者烧伤后12个月生活质量差相关的社会、人口统计学和临床因素。方法:在2021年2月至2022年9月期间,从西澳大利亚州珀斯儿童医院儿科烧伤科招募住院患者。在基线时收集人口统计和家庭信息(年龄、性别、邮政编码、父母教育程度、家中使用的语言)和临床数据(烧伤原因、TBSA%、地点、手术干预、住院时间)。在6个月和12个月时,护理人员完成了布里斯班烧伤疤痕影响概况(BBSIP)。结果:共有37名护理人员完成了布里斯班烧伤疤痕影响概况(BBSIP)。对于儿童的生活质量,57%的护理人员报告总体生活质量仍有一些影响,32%的感觉强度,46%的敏感性,22%的日常生活(22%)和19%的情绪反应。46%的看护人对父母的担忧有所影响。作为女性会带来更大的长期影响,尤其是在整体功能和父母担忧方面。烧伤的位置也会影响结果,上肢的损伤与更高的感觉强度和情绪影响有关。来自文化和语言多样性(CaLD)背景的儿童,通过那些在家说英语以外的语言(LOTE)来表明,在几个领域表现出更大的影响,包括总体影响、日常生活、外表和父母担忧。结论:相当大比例的儿童继续经历多领域非严重烧伤的影响,这表明即使是小区域烧伤也可能产生持久的影响。与较差的分数相关的因素是孩子是女孩,家庭语言不同,以及上半身烧伤。
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引用次数: 0
Association Between Rehabilitation Frequency and Functional Outcomes After Burn Injury: A Single-Center Retrospective Analysis of Confounding by Indication. 烧伤后康复频率与功能预后之间的关系:一项单中心回顾性分析。
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2026-01-19 DOI: 10.3390/ebj7010006
Yazeed Temraz, Theeb Al Salem, Shaimaa Khan, Raghad Alshehri, Lina Alosaimi, Mariam Hantoul, Rahaf Alrajhi, Rayya Alabdali, Amal Bahumayim, Ibtihal Al Jafin, Fai Al Qazlan, Abdulmajeed Al Ehaideb

Objective: To identify key predictors of clinical outcomes in burn survivors and clarify the role of mixed-depth burns and confounding by indication in observational rehabilitation research.

Design: Retrospective cohort study using data from a burn rehabilitation registry (January 2024 to July 2025).

Setting: Burn rehabilitation center.

Participants: 120 adult patients (age ≥ 18 years) with burns affecting ≥1% total body surface area (TBSA) and complete baseline data.

Interventions: Not applicable.

Main outcome measures: Primary outcome was functional improvement (ΔFIM). Secondary outcomes included pain reduction (ΔPain), scar severity (Vancouver Scar Scale; VSS), Activities of Daily Living (ADL) improvement, and Range of Motion (ROM) recovery. Multivariable linear and logistic regression models were used to identify predictors.

Results: Patients achieved significant improvements in function (mean ΔFIM = 11.3 ± 8.9 points) and pain (mean ΔPain = 1.28 ± 0.81). Having a mixed-depth burn was the strongest predictor of worse scar outcomes (β = 2.52, 95% CI: 0.93 to 4.12, p = 0.002) and failure to achieve full ROM (OR = 0.089, 95% CI: 0.008 to 0.930, p = 0.043). An apparent association between inpatient ward care and better scar outcomes (β = -1.30, p = 0.020) was determined to be an artifact of confounding by indication, as the outpatient group had a higher proportion of high-risk mixed-depth burns (6.2% vs. 3.5%). Longer therapy duration was the only significant predictor of achieving ADL goals (OR = 1.014, 95% CI: 1.002 to 1.026, p = 0.025).

Conclusions: Injury characteristics, particularly the presence of a mixed-depth burn, emerged as the dominant predictors of long-term scar and functional outcomes. This study identifies mixed-depth burns as a potentially high-risk clinical phenotype requiring targeted therapeutic strategies and demonstrates the critical importance of accounting for confounding by indication when evaluating rehabilitation outcomes in observational burn research.

目的:确定烧伤幸存者临床预后的关键预测因素,明确混合深度烧伤和指征混淆在观察性康复研究中的作用。设计:回顾性队列研究,使用来自烧伤康复登记处的数据(2024年1月至2025年7月)。地点:烧伤康复中心。参与者:120例成人患者(年龄≥18岁),烧伤影响≥1%的体表面积(TBSA)和完整的基线数据。干预措施:不适用。主要结局指标:主要结局指标为功能改善(ΔFIM)。次要结果包括疼痛减轻(ΔPain)、疤痕严重程度(温哥华疤痕量表;VSS)、日常生活活动(ADL)改善和活动范围(ROM)恢复。使用多变量线性和逻辑回归模型来确定预测因子。结果:患者功能(平均ΔFIM = 11.3±8.9分)和疼痛(平均ΔPain = 1.28±0.81分)均有显著改善。混合深度烧伤是较差疤痕结局的最强预测因子(β = 2.52, 95% CI: 0.93至4.12,p = 0.002)和无法实现完全ROM (OR = 0.089, 95% CI: 0.008至0.930,p = 0.043)。住院病房护理与更好的疤痕预后之间的明显关联(β = -1.30, p = 0.020)被确定为指证混淆的伪产物,因为门诊组有更高比例的高风险混合深度烧伤(6.2%比3.5%)。较长的治疗时间是实现ADL目标的唯一显著预测因子(OR = 1.014, 95% CI: 1.002 ~ 1.026, p = 0.025)。结论:损伤特征,特别是混合深度烧伤的存在,成为长期疤痕和功能结局的主要预测因素。本研究确定了混合深度烧伤是一种潜在的高风险临床表型,需要有针对性的治疗策略,并证明了在观察性烧伤研究中评估康复结果时,通过适应症考虑混杂因素的重要性。
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引用次数: 0
Use of Artificial Intelligence in Burn Assessment: A Scoping Review with a Large Language Model-Generated Decision Tree. 人工智能在烧伤评估中的应用:基于大型语言模型生成决策树的范围评估。
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2026-01-04 DOI: 10.3390/ebj7010004
Sebastian Holm, Fredrik Huss, Bahaman Nayyer, Johann Zdolsek

Background: Burns cause about 180,000 deaths annually and lead to substantial morbidity, especially in low- and middle-income countries. Clinical assessment of burn depth and TBSA relies on visual and bedside examination and remains subjective. Convolutional neural networks (CNNs) have been proposed to improve objectivity in image-based burn assessment, but clinical generalizability and acceptance remain uncertain. Aims: To map current evidence on CNN performance for burn TBSA, burn depth and treatment-related tasks and to explore whether a large language model (LLM) can organize extracted findings into a transparent, literature-derived orientation decision tree. Methods: We performed a scoping review following PRISMA-ScR. PubMed, Web of Science and Cochrane were searched on 5 April 2025. Eligible studies reported CNN analysis of 2D burn images and quantitative performance metrics. We summarized reported values descriptively. We then provided a structured summary of extracted findings to ChatGPT to draft a one-page orientation decision tree. Two consultant burn surgeons reviewed the figure for clarity and plausibility. Results: Of 659 records, 24 studies were included. Across studies, reported performance for TBSA and depth assessment was often high, but study designs, datasets, labels, imaging modalities and validation strategies varied substantially. High reported performance does not necessarily imply clinical robustness or real-world accuracy. A single study reported high test-set accuracy for graft versus non-graft using heavily expanded data. This value should not be generalized. Conclusions: CNNs show promise for image-based burn TBSA and depth assessment, but heterogeneity, dataset limitations and limited external validation restrict interpretation and clinical transfer. The LLM-derived decision tree is a literature-synthesis orientation figure, not a clinical decision-support tool.

背景:烧伤每年造成约18万人死亡,并导致大量发病率,特别是在低收入和中等收入国家。临床评估烧伤深度和TBSA依赖于视觉和床边检查,仍然是主观的。卷积神经网络(cnn)已被提出用于提高基于图像的烧伤评估的客观性,但临床的普遍性和接受度仍然不确定。目的:绘制关于CNN在烧伤TBSA、烧伤深度和治疗相关任务中的表现的现有证据,并探索大型语言模型(LLM)是否可以将提取的结果组织成透明的、文献派生的方向决策树。方法:我们对PRISMA-ScR进行了范围审查。2025年4月5日检索PubMed、Web of Science和Cochrane。符合条件的研究报道了CNN对二维烧伤图像的分析和定量性能指标。我们描述性地总结了报告的值。然后,我们向ChatGPT提供了提取结果的结构化摘要,以起草一页的方向决策树。两名烧伤外科顾问医生审查了这个数字的清晰度和合理性。结果:在659份记录中,纳入24项研究。在所有研究中,报道的TBSA和深度评估的表现通常很高,但研究设计、数据集、标签、成像方式和验证策略存在很大差异。高报告性能并不一定意味着临床稳健性或现实世界的准确性。一项研究报告了移植与非移植的高测试集准确性,使用大量扩展的数据。这个值不应该一般化。结论:cnn显示了基于图像的烧伤TBSA和深度评估的前景,但异质性、数据集局限性和有限的外部验证限制了解释和临床转移。法学硕士衍生的决策树是一个文献综合导向图,而不是临床决策支持工具。
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引用次数: 0
Provider Survey on Burn Care in India. 印度烧伤护理提供者调查。
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-12-22 DOI: 10.3390/ebj7010003
Dorothy Bbaale, Priyansh Nathani, Shlok Patel, Anshul Mahajan, Bhavna Chavla, Christoph Mohr, Julia Elrod, Shobha Chamania, Judith Lindert

Background: Burns result in approximately 180,000 deaths annually, with the majority occurring in rural regions of Africa and Southeast Asia. This study aimed to assess the available resources, key challenges, and potential solutions in burn care from the perspective of healthcare providers in India.

Methods: An online survey was conducted among burn care professionals across India. The survey was disseminated via social media platforms, burn care networks, and hospital representatives.

Results: A total of 105 respondents, primarily from tertiary care centers, participated in the survey. Of these, 64.2% were affiliated with government hospitals, and 40.1% served catchment areas extending beyond 300 km. Dedicated burn units were present in 88.0% of government hospitals, compared to 66.9% in non-government facilities. Treatment costs were significantly lower in government hospitals, with 88.8% offering care either free of charge or at minimal cost (p ≤ 0.00001).

Conclusions: The findings reveal significant gaps in staff training, intensive care monitoring, and infection prevention. Many patients initially seek help from traditional healers, often delaying appropriate treatment and worsening outcomes. Enhancing education, implementing standard monitoring practices, and ensuring adherence to clinical protocols are critical steps toward improving burn care outcomes in India.

背景:每年约有18万人死于烧伤,其中大多数发生在非洲和东南亚的农村地区。本研究旨在从印度医疗保健提供者的角度评估烧伤护理的可用资源、主要挑战和潜在解决方案。方法:对全印度烧伤护理专业人员进行在线调查。该调查通过社交媒体平台、烧伤护理网络和医院代表传播。结果:共有105名受访者参与了调查,主要来自三级保健中心。其中,64.2%隶属于政府医院,40.1%服务于300公里以外的集水区。88.0%的政府医院设有专门的烧伤科,而非政府医院的这一比例为66.9%。政府医院的治疗费用明显较低,88.8%的人提供免费或最低费用的治疗(p≤0.00001)。结论:调查结果显示在人员培训、重症监护监测和感染预防方面存在显著差距。许多患者最初向传统治疗师寻求帮助,往往延误了适当的治疗并使结果恶化。加强教育,实施标准的监测实践,并确保遵守临床协议是改善印度烧伤护理结果的关键步骤。
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引用次数: 0
Potential Prognostic Parameters from Patient Medical Files for Inhalation Injury Presence and/or Degree: A Single-Center Study. 患者医疗档案中关于吸入性损伤存在和/或程度的潜在预后参数:一项单中心研究
IF 1.2 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-12-22 DOI: 10.3390/ebj7010002
Tarryn Kay Prinsloo, Wayne George Kleintjes, Kareemah Najaar

(1) Background: Inhalation injury significantly worsens burn outcomes but lacks a standardized definition and diagnostic consensus, complicating prognosis. Existing diagnostic tools often show limited sensitivity and specificity, reducing clinical utility. This study aimed to identify potential clinical markers, recorded at or shortly after admission, for inhalation injury prognostication. (2) Methods: A retrospective cohort study of 59 burn patients admitted to Tygerberg Hospital's Burn Centre (South Africa) between 23 April 2016 and 15 August 2017 was conducted. Descriptive statistics were reported based on data type and distribution. Fisher's exact test, Spearman's rank correlation (rho), and partial least squares regression (VIP scores) assessed associations, correlations, and predictive value. p < 0.05 (two-tailed) denoted significance. (3) Results: Severe inhalation injury accounted for 61% of admissions (mean 11.2; CI = 9.5-12.9), with a 38.9% mortality rate. Significant associations (p ≤ 0.008) and positive correlations (p ≤ 0.06) were noted for total body surface area (rho = 0.357), complications (rho = 0.690), and burns intensive care unit length of stay (BICU LOS, rho = 0.908). Complications and BICU LOS showed the strongest predictive contributions (VIP = 1.229 and 1.372). Lactate (rho = 0.331, p < 0.011) and hoarseness (rho = -0.314, p < 0.015) correlated significantly but lacked association. (4) Conclusions: Findings suggest elevated lactate may serve as a prognostic marker, while BICU LOS and complications may reflect disease progression. A multi-marker approach is recommended.

(1)背景:吸入性损伤显著恶化烧伤预后,但缺乏标准化的定义和诊断共识,使预后复杂化。现有的诊断工具往往显示有限的敏感性和特异性,降低了临床效用。本研究旨在确定在入院时或入院后不久记录的潜在临床标志物,以预测吸入性损伤的预后。(2)方法:对2016年4月23日至2017年8月15日在南非Tygerberg医院烧伤中心住院的59例烧伤患者进行回顾性队列研究。根据数据类型和分布进行描述性统计。Fisher的精确检验、Spearman的秩相关(rho)和偏最小二乘回归(VIP分数)评估了相关性、相关性和预测值。P < 0.05(双尾)为显著性。(3)结果:严重吸入性损伤占入院人数的61%(平均11.2;CI = 9.5 ~ 12.9),死亡率为38.9%。体表总面积(rho = 0.357)、并发症(rho = 0.690)和烧伤重症监护病房住院时间(BICU LOS, rho = 0.908)存在显著相关(p≤0.008)和正相关(p≤0.06)。并发症和BICU LOS的预测作用最强(VIP = 1.229和1.372)。乳酸含量(rho = 0.331, p < 0.011)与声音嘶哑(rho = -0.314, p < 0.015)极显著相关,但缺乏相关性。(4)结论:研究结果提示,乳酸升高可能作为预后指标,而BICU LOS和并发症可能反映疾病进展。建议采用多标记方法。
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引用次数: 0
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European burn journal
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