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The Pediatric Surgeon's AI Toolbox: How Large Language Models Like ChatGPT Are Simplifying Practice and Expanding Global Access. 儿科外科医生的人工智能工具箱:像ChatGPT这样的大型语言模型如何简化实践并扩大全球访问。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-03 DOI: 10.1055/a-2722-3871
Carlos Andres Colunga Tinajero

Pediatric surgeons face substantial administrative workload. Large language models (LLMs) may streamline documentation, family communication, rapid reference, and education, but raise concerns about accuracy, bias, and privacy. This review summarizes practical, near-term uses with clinician oversight.Narrative review of LLMs in pediatric surgical workflows and scholarly writing. Sources included MEDLINE/PubMed, Scopus, Embase, Google Scholar, and policy documents (WHO, FDA, EU). Searches spanned January 2015 to August 2025, English only. Peer-reviewed and multicenter studies were prioritized; selected high-signal preprints were labeled. Data screening and extraction were performed by the author; findings were synthesized qualitatively.Across studies, LLMs reduced drafting time for discharge letters and operative note registries while maintaining clinician-rated quality; they improved readability of consent forms and postoperative instructions and supported patient education. For decision support, general models performed well on structured medical questions, with stronger results when grounded by retrieval. Common limits included coding performance, case-nuance/temporal reasoning, variable translation outside high-resource languages, and citation fabrication without curated sources. Privacy risks stemmed from logging, rare-string memorization, and poorly scoped tool connections. Recommended controls included a clinician-in-the-loop "review and release" workflow, privacy-preserving deployments, version pinning, and ongoing monitoring aligned with early-evaluation guidance.When outputs are grounded in structured EHR data or curated retrieval and briefly reviewed by clinicians, LLMs can responsibly reduce administrative burden and support communication and education. Early adoption should target high-volume, low-risk, auditable tasks. Future priorities must include multicenter pediatric datasets, transparent benchmarks (accuracy, calibration, equity, time saved), and prospective studies linked to safety outcomes.

儿科外科医生面临着大量的行政工作量。大型语言模型(llm)可以简化文档、家庭交流、快速参考和教育,但会引起对准确性、偏见和隐私的担忧。本综述总结了临床医生监督下的实际、近期应用。材料和方法:对儿科外科工作流程和学术写作的法学硕士进行叙述性回顾。来源包括MEDLINE/PubMed, Scopus, Embase,谷歌Scholar和政策文件(WHO, FDA, EU)。搜索时间为2015年1月至2025年8月,仅限英文。优先考虑同行评议和多中心研究;对选定的高信号预印本进行标记。数据筛选和提取由作者完成;结果进行定性综合。结果:在所有研究中,法学硕士减少了出院信和手术记录的起草时间,同时保持了临床医生评价的质量;他们提高了同意书和术后说明的可读性,并支持了患者教育。对于决策支持,一般模型在结构化医学问题上表现良好,在检索基础上的结果更强。常见的限制包括编码性能、案例细微差别/时间推理、高资源语言之外的可变翻译,以及没有经过整理的来源的引文编造。隐私风险源于日志记录、稀有字符串记忆和范围不佳的工具连接。推荐的控制包括临床医生在循环中的“审查和发布”工作流程、保护隐私的部署、版本固定以及与早期评估指导一致的持续监控。结论:当产出基于结构化的电子病历数据或精心策划的检索,并由临床医生简要审查时,法学硕士可以负责任地减轻行政负担,并支持沟通和教育。早期采用应该针对大容量、低风险、可审计的任务。未来的重点必须包括多中心儿科数据集、透明基准(准确性、校准、公平性、节省时间)和与安全结果相关的前瞻性研究。
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引用次数: 0
AI in Robotic-assisted Pediatric Surgery: Current Applications and Future Directions. 人工智能在机器人辅助儿科手术中的应用和未来方向。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-10-27 DOI: 10.1055/a-2722-3348
Ciro Esposito, Claudia Di Mento, Fulvia Del Conte, Francesco Tedesco, Roberta Guglielmini, Giovanni Esposito, Maria Escolino

Artificial intelligence (AI) is increasingly integrated into surgical practice, offering enhanced decision-making, precision, and workflow efficiency. In pediatric surgery, the convergence of AI and robotic-assisted platforms represents a promising frontier, addressing the unique anatomical, physiological, and technical challenges of operating on children. Aim of this review is to provide an overview of the current state of art of AI use in pediatric robotic-assisted surgery (RAS), outlining the available evidence, potential benefits, existing limitations, and prospective developments.A literature-based search of PubMed and Scopus was performed to identify articles covering any aspect of AI application in pediatric RAS. Selection criteria included English language, pediatric patients (under 18 years of age), and AI application to pediatric RAS. Additionally, studies reporting AI applications in adult RAS or for surgical training, which were not primarily focused on pediatric surgery but presented potential translational applicability to pediatric RAS, were considered.A total of 746 papers published until July 2025 were collected. A total of 15 full-text articles were assessed for eligibility, meeting the inclusion criteria. The other studies were excluded because they did not address pediatric surgery, did not involve robotic-assisted procedures, or did not include applications of AI.Although RAS is well established in pediatric practice, the direct application of AI remains limited, with AI-like features such as machine vision and augmented reality serving mainly as supportive tools rather than autonomous decision-making systems. Nevertheless, emerging AI-like technologies and ongoing research hold promising potential for future applications in pediatric robotic surgery.

背景:人工智能(AI)越来越多地融入外科实践,提供更高的决策、精度和工作流程效率。在儿科手术中,人工智能和机器人辅助平台的融合代表了一个有前景的前沿,可以解决儿童手术中独特的解剖、生理和技术挑战。本综述的目的是概述人工智能在儿童机器人辅助手术(RAS)中的应用现状,概述现有证据、潜在益处、现有局限性和未来发展。方法:对PubMed和Scopus进行文献检索,以确定涵盖人工智能在儿科RAS应用的任何方面的文章。入选标准包括英语语言、儿科患者(18岁以下)、AI应用于儿科RAS。此外,研究报告了人工智能在成人RAS或外科培训中的应用,这些研究主要不是集中在儿科外科,但对儿科RAS具有潜在的转化适用性。结果:截止2025年7月共收录论文746篇。共有15篇全文文章被评估为符合纳入标准的合格文章。其他研究被排除在外,因为它们没有涉及儿科手术,没有涉及机器人辅助手术,或者没有包括人工智能的应用。结论:尽管RAS在儿科实践中已经建立,但人工智能的直接应用仍然有限,机器视觉和增强现实等类似人工智能的功能主要作为辅助工具,而不是自主决策系统。然而,新兴的类人工智能技术和正在进行的研究在未来的儿科机器人手术应用中具有很大的潜力。
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引用次数: 0
Impact of VACTERL Association and Chromosomal Anomalies on Outcomes After Esophageal Atresia Repair: Insights from the EUPSA Registry. vacter关联和染色体异常对食管闭锁修复后预后的影响:来自eupsa登记的见解。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-10-15 DOI: 10.1055/a-2708-2852
Tutku Soyer, Federica Pederiva, Paolo Dalena, Luca Pio, Mohit Kakar, Nigel J Hall, Francesco Morini

Although VACTERL association is a recognized entity in patients with esophageal atresia (EA), its impact on surgical outcomes remains unclear. This study aimed to evaluate the influence of VACTERL association and chromosomal anomalies (VACTERL-CA) on the surgical outcomes of EA patients, offering novel insights into risk stratification.All patients enrolled in the European Pediatric Surgeons' Association (EUPSA) Esophageal Atresia Registry (EAR) between July 2014 and December 2017 were included. Patients were classified into two groups: those with VACTERL-CA and those without these anomalies (non-VACTERL). Groups were compared for demographics, associated malformations, surgical approach, complications, and outcomes.Among 372 patients, 22% (n = 82) were classified as VACTERL-CA. This group had significantly lower gestational age (35.9 weeks vs. 37.1 weeks, p = 0.004), birth weight (2,312 g vs. 2,663 g, p < 0.001), and APGAR scores at 5 and 10 minutes (p = 0.005). Surgical strategies, including rates of primary anastomosis (88% in both groups), did not differ. Anastomotic leak and stricture rates were similar; however, recurrent fistula was more common in VACTERL-CA (4.9% vs. 1.0%, p = 0.023). Overall mortality was higher in VACTERL-CA (14.6% vs. 5.2%, p = 0.003), largely due to associated anomalies such as cardiac or neurologic conditions, whereas EA-related mortality was more frequent in non-VACTERL (1% vs. 0%). Sepsis was also more frequent in VACTERL-CA (10.9% vs. 4.5%, p = 0.033). In multivariate analysis, low birth weight (adjusted odds ratios [aOR]: 0.95 per 100 g, p = 0.010) and cardiac malformations (aOR: 2.33, p = 0.002) were independently associated with VACTERL-CA.EA patients with VACTERL-CA represent a high-risk subgroup characterized by prematurity, major cardiac defects, and increased sepsis risk. These findings highlight the need for early cardiac screening, standardized infection-prevention bundles, and tailored multidisciplinary care to improve survival and reduce preventable complications.

目的:尽管VACTERL关联在食管闭锁(EA)患者中是一个公认的实体,但其对手术结果的影响尚不清楚。本研究旨在评估VACTERL关联和染色体异常(VACTERL- ca)对EA患者手术结果的影响,为风险分层提供新的见解。方法:纳入2014年7月至2017年12月期间在欧洲儿科外科医生协会(EUPSA)食管闭锁登记处(EAR)登记的所有患者。患者分为两组:有VACTERL关联和/或染色体异常的(VACTERL- ca)和没有这些异常的(Non-VACTERL)。比较各组的人口统计学、相关畸形、手术入路、并发症和结局。结果:372例患者中,22% (n=82)被分类为VACTERL-CA。该组的胎龄(35.9周vs. 37.1周,p=0.004)和出生体重(2312 g vs. 2663 g)均显著降低。结论:EA患者VACTERL-CA是一个以早产、主要心脏缺陷和脓毒症风险增加为特征的高风险亚组。这些发现强调了早期心脏筛查、标准化感染预防包和量身定制的多学科护理的必要性,以提高生存率并减少可预防的并发症。
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引用次数: 0
Lateral Release in Neonatal Congenital Diaphragmatic Hernia Is Associated with Faster Recovery Compared to Abdominal Wall Patch Repair: A Preliminary Prospective Cohort Study. 与腹壁补片修复术相比,新生儿先天性膈疝侧释术与更快的恢复相关:一项初步前瞻性队列研究。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-10-08 DOI: 10.1055/a-2709-5368
Kaja Riebesell, Julia Elrod, Patrick Thees, Richard Martel, Christoph Mohr, Christel Weiss, Thomas Schaible, Carolin Riemer, Nina Dietze, Michael Boettcher, Michaela Klinke

Open repair of congenital diaphragmatic hernia (CDH) in neonates often requires surgical reconstruction of the abdominal wall. Lateral release (LR) of the abdominal wall fascia, a novel technique avoiding prosthetic patches, offers potential advantages. However, data comparing its outcomes to traditional patch repair are limited.A preliminary prospective cohort study was conducted at the University Medical Center Mannheim from 2021 to 2024, including neonates undergoing CDH surgery with abdominal wall reconstruction via direct closure, LR, or patch repair based on intraoperative surgeon decision. Perioperative, postoperative, and short-term outcome data were analyzed during our standardized follow-up protocols and compared between groups.Among 77 eligible neonates, 11 underwent patch repair and 10 received LR. Baseline characteristics between groups were comparable. The median follow-up was 391 days in the patch group and 215 days in the LR group (p = 0.1971). The LR group had significantly shorter median intubation duration, neonatal intensive care unit stay, and overall length of stay compared with the patch group (32.0 days vs. 43.0 days, p = 0.0445; 33.5 days vs. 66.0 days, p = 0.0309; 68.0 days vs. 97.0 days, p = 0.0435). There were no significant differences in recurrence rates, short-term complications, or motor developmental outcomes.LR appears to be associated with shorter hospital stays and faster recovery, without an increase in perioperative or long-term complications. While these findings suggest potential benefits of LR, they must be interpreted with caution due to the limited sample size. Further randomized, multicenter studies with larger cohorts, including long-term assessment of complications, are needed to confirm its efficacy and refine clinical guidelines.

背景:新生儿先天性膈疝(CDH)的开放式修复通常需要手术重建腹壁。腹壁筋膜侧释术(LR)是一种避免人工补片的新技术,具有潜在的优势。然而,将其结果与传统补丁修复进行比较的数据是有限的。方法:2021年至2024年在曼海姆大学医学中心进行了一项初步前瞻性队列研究,包括接受CDH手术的新生儿,根据术中外科医生的决定,通过直接闭合、外侧释放或补片修复进行腹壁重建。在标准化随访方案中分析围手术期、术后和短期结果数据,并进行组间比较。结果:在77例符合条件的新生儿中,11例接受了补片修复,10例接受了LR。两组间基线特征具有可比性。贴片组中位随访时间为391天,LR组中位随访时间为215天(p = 0.1971)。与贴片组相比,LR组的中位插管时间、NICU住院时间和总住院时间(LOS)均显著缩短(32.0 vs 43.0天,p = 0.0445; 33.5 vs 66.0天,p = 0.0309; 68.0 vs 97.0天,p = 0.0435)。两组在复发率、短期并发症或运动发育结局方面无显著差异。结论:侧位松解术似乎与更短的住院时间和更快的恢复有关,而不会增加围手术期或长期并发症。虽然这些发现提示了LR的潜在益处,但由于样本量有限,必须谨慎解释,需要进一步的随机多中心研究,包括并发症的长期评估,以确认其疗效并完善临床指南。
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引用次数: 0
Intercostal Nerve Cryoablation for Postoperative Pain Control After the Nuss Procedure in Children: A Systematic Review and Meta-Analysis. 肋间神经冷冻消融用于儿童Nuss手术后疼痛控制:系统回顾和荟萃分析。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-10-07 DOI: 10.1055/a-2708-2796
Diogo Marques, Rafael Vieira, Ana Fragoso, Tiago Tuna

Nuss procedure is the standard technique for pectus excavatum repair. Despite its minimally invasive nature, this procedure is associated with significant postoperative pain and high opioid consumption. Intercostal nerve cryoablation (INC) has emerged as an adjunct to multimodal analgesia (MMA) to improve pain control, reduce opioid use, and shorten length of stay (LOS). This systematic review aims to assess INC outcomes following the Nuss procedure in pediatric patients.A systematic search was conducted in PubMed, Web of Science, Scopus, and Cochrane Library databases through December 2024. Studies comparing INC with standard MMA, with or without thoracic epidural, in pediatric patients undergoing the Nuss procedure were included. The primary outcome was LOS, and the secondary outcomes were opioid consumption, postoperative pain, complications, operative time, and hospitalization costs. Risk of bias was determined using the National Institutes of Health assessment tool. Meta-analysis was performed using R software.Eleven studies met the inclusion criteria, comprising 922 patients (476 INC and 446 control). INC significantly reduced LOS (-2.2 days; 95% CI: -2.8 to -1.8) at the expense of increased operating room time (+23 minutes; 95% CI: 10-39). Qualitative analysis showed reduced opioid use and comparable pain scores and complication rates with INC, while its impact on costs was conflicting.INC reduces LOS and opioid use in pediatric patients undergoing the Nuss procedure without increasing complications. Further studies are needed to assess long-term safety and cost-effectiveness.

简介:Nuss手术是修复漏斗胸(PE)的标准技术。虽然是微创的,但与明显的术后疼痛和高阿片类药物使用有关。肋间神经冷冻消融(INC)已成为多模式镇痛(MMA)的辅助手段,以改善疼痛控制,减少阿片类药物的使用,缩短住院时间(LOS)。本系统综述旨在评估Nuss手术后INC的预后,并且是第一个专门针对儿科患者的综述。材料和方法:检索PubMed, Web of Science, Scopus和Cochrane Library。比较小儿Nuss患者的INC和标准MMA的研究被纳入。主要结局为LOS;次要结局包括阿片类药物使用、术后疼痛、并发症、手术室时间和住院费用。偏倚评估采用NIH工具,meta分析采用R软件。结果:11项研究入选,包括922例患者(476例INC, 446例对照)。INC显著降低了LOS(-2.2天,95%CI: -2.8;-1.8),尽管增加了手术室时间(+23分钟,95%CI:10-39)。定性分析显示,使用INC后,阿片类药物的使用从50%减少到90%以上。术后疼痛无显著差异,只有两项研究支持INC。“任何并发症”和尿潴留率在INC组明显较低,在其他并发症方面无差异。由于报告的异质性,对成本的影响是相互矛盾的,难以评估。结论:在接受Nuss手术的儿童中,INC减少了LOS和阿片类药物的使用,被认为是传统MMA的一种有希望的辅助手段。需要进一步的研究来评估长期安全性和成本效益。
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引用次数: 0
European Paediatric Surgeons' Association Consensus Statement on the Management of Giant Omphalocele. 欧洲儿科外科医师协会关于巨型脐膨出处理的共识声明。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-10-01 Epub Date: 2025-05-19 DOI: 10.1055/a-2590-5592
Amulya K Saxena, Romilly K Hayward, Annika Mutanen, Ayman Goneidy, Harmit Ghattaura, Ramon Gorter, Rene Weijnen, Richard Keijzer, Tutku Soyer

Giant omphalocele management had not reached a consensus from the pediatric surgical perspective regarding conservative treatments, surgical approaches, and clinical outcomes. This topic was therefore selected for the 2023 Consensus Session of the European Paediatric Surgeons' Association (EUPSA).Literature review was conducted by seven EUPSA members, guided by a set of predefined areas relating to the management of giant omphalocele: (1) conservative management, (2) surgical management, and (3) outcomes. Members were assigned to specific topics, with discrepancies resolved through structured group discussion and further literature review. Consensus was reached through unanimous agreement among the contributing members. Each topic was presented with available evidence to congress participants. Comments from participants were accounted to formulate the final consensus statement.Giant omphalocele is appropriately defined as viscero-abdominal disproportion preventing primary closure. Regarding (1) conservative management, the "paint and wait" approach is recommended when anatomical constraints or high surgical risk preclude primary closure. Common painting agents include povidone-iodine and silver sulfadiazine, with Manuka honey gaining interest, though consensus on dosing, duration, and complications remains unclear. With regards to (2) surgical management, early closure favors biological meshes, while delayed closure appears most effective using native tissues. High mortality in delayed patch closure likely reflects a population with the most severe defects. Finally, (3) outcomes highlights key prognostic factors including chromosomal abnormalities, cardiac defects, and low birth weight, which may guide counseling, screening, and treatment. Limited data on ruptured omphalocele indicates towards increased mortality, necessitating prompt intervention. Complications following management are relatively rare and typically intervention-related, underscoring the need for long-term, multidisciplinary follow-up.A consensus statement on the management of giant omphalocele was developed based on current evidence and peer practice, though imitations relating to a scarcity of high-level evidence and significant heterogeneity across studies should be acknowledged. Despite these constraints, this consensus statement provides evidence-based guidance to support pediatric surgeons in informed decision-making for this pathology.

巨大脐膨出的治疗尚未从儿科外科的角度就保守治疗、手术入路和临床结果达成共识。因此,该主题被选为2023年欧洲儿科外科医生协会(EUPSA)共识会议的主题。由7名EUPSA成员进行了文献综述,在一组与巨型脐膨出管理相关的预定义领域的指导下:(1)保守管理,(2)手术管理,(3)结果。成员被分配到特定的主题,通过结构化的小组讨论和进一步的文献回顾来解决差异。会议通过出资国一致同意达成共识。每个主题都连同现有证据提交给大会与会者。考虑了与会者的意见,以形成最后的共识声明。巨大脐膨出被恰当地定义为脏器-腹部比例失调,阻止了初级闭合。关于(1)保守治疗,当解剖限制或手术风险高,无法进行初步闭合时,建议采用“涂漆等待”方法。常见的油漆剂包括聚维酮碘和磺胺嘧啶银,麦卢卡蜂蜜引起了人们的兴趣,尽管对剂量、持续时间和并发症的共识仍不清楚。关于(2)外科治疗,早期闭合有利于生物网,而延迟闭合使用原生组织似乎最有效。延迟补片闭合的高死亡率可能反映了最严重缺陷的人群。最后,(3)结果强调了关键的预后因素,包括染色体异常、心脏缺陷和低出生体重,这可能指导咨询、筛查和治疗。关于脐膨出破裂的有限数据表明死亡率增加,需要及时干预。治疗后的并发症相对罕见,通常与干预有关,强调需要长期的多学科随访。关于巨型脐膨出的治疗的共识声明是基于现有证据和同行实践制定的,尽管应该承认与缺乏高水平证据和研究间显著异质性有关的局限性。尽管存在这些限制,这一共识声明提供了基于证据的指导,以支持儿科外科医生对这种病理做出明智的决策。
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引用次数: 0
Anorectal Malformations Associated with Hirschsprung Disease: Insights from a Large Cohort of 2,341 ARM Patients in a Single-Center Retrospective Study. 与赫氏病相关的肛门直肠畸形:单中心回顾性研究中 2341 名 ARM 患者组成的大型队列的启示。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-10-01 Epub Date: 2025-03-21 DOI: 10.1055/a-2557-8073
Xianming Xiao, Wei Feng, Jin Zhu, Linxiao Fan, Chenzhu Xiang, Zhili Wang, Jinping Hou, Wei Liu, Zhenhua Guo, Yi Wang

Anorectal malformation (ARM) and Hirschsprung disease (HSCR) are common congenital gastrointestinal defects, but their co-occurrence is rare. This retrospective study analyzed the clinical characteristics of patients with ARM associated with HSCR for early diagnosis and treatment guidance to reduce the occurrence of severe complications.A single-center retrospective cohort analysis from 2010 to 2024 identified 2,341 patients with ARM and 1,721 with HSCR. The histopathologic assessment included hematoxylin and eosin (H&E) staining and immunohistochemical staining.Seven patients (0.3%) out of 2,341 cases of ARM were diagnosed with concurrent HSCR, three males (42.9%) and four females (57.1%). Seven cases are rectoperineal fistula. All cases developed constipation with abdominal distension within 1 month to 1 year after anoplasty, even following aggressive bowel management. Barium enema showed obvious transition zones, and anorectal manometry revealed absent rectoanal inhibitory reflex in seven cases. All patients underwent the Swenson procedure. The mean duration of postoperative follow-up was 7.5 ± 2.8 years. Seven cases had no constipation, no soiling, voluntary bowel movements by Krickenbeck classification, and excellent continence by the Rintala scoring system in recent follow-up.The association between ARM and HSCR may be rarer than previously reported. Low-type ARM and short or rectosigmoid aganglionosis appeared more common in these cases. Persistent postoperative constipation and abdominal distension unresponsive to conservative treatment should raise suspicion for HSCR, prompting timely diagnostic evaluations. Postoperative bowel function needs to be interpreted carefully, and prospective studies are needed to confirm these findings and guide standardized care.

肛肠畸形(ARM)和巨结肠病(HSCR)是常见的先天性胃肠道缺陷,但两者同时发生的情况很少见。本回顾性研究分析ARM合并HSCR患者的临床特点,以指导早期诊断和治疗,减少严重并发症的发生。材料与方法2010年至2024年进行单中心回顾性队列分析,共发现2341例ARM患者和1721例HSCR患者。组织病理学检查采用苏木精和伊红(H&E)染色和免疫组织化学染色。结果2341例ARM患者中有7例(0.3%)并发HSCR,其中男性3例(42.9%),女性4例(57.1%)。直肠会阴瘘7例。所有病例均在肛门成形术后1个月至1年内出现便秘伴腹胀,即使在积极的肠道管理之后也是如此。钡灌肠显示明显的过渡区,肛门直肠测压显示7例直肠抑制反射缺失。所有患者均行Swenson手术。术后平均随访时间为7.5±2.8年。近期随访7例,Krickenbeck分类无便秘、无大便、排便,Rintala评分系统尿失禁良好。结论ARM和HSCR之间的关联可能比以前报道的要少。低型ARM和短型或直肠乙状结肠神经节病在这些病例中更为常见。术后持续便秘和腹胀对保守治疗无反应,应引起对HSCR的怀疑,及时进行诊断评估。术后肠功能需要仔细解释,需要前瞻性研究来证实这些发现并指导标准化护理。
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引用次数: 0
Solving Complex Pediatric Surgical Case Studies: A Comparative Analysis of Copilot, ChatGPT-4, and Experienced Pediatric Surgeons' Performance. 解决复杂的儿科手术案例研究:副驾驶、ChatGPT-4和经验丰富的儿科医生的比较分析。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-10-01 Epub Date: 2025-03-05 DOI: 10.1055/a-2551-2131
Richard Gnatzy, Martin Lacher, Michael Berger, Michael Boettcher, Oliver J Deffaa, Joachim Kübler, Omid Madadi-Sanjani, Illya Martynov, Steffi Mayer, Mikko P Pakarinen, Richard Wagner, Tomas Wester, Augusto Zani, Ophelia Aubert

The emergence of large language models (LLMs) has led to notable advancements across multiple sectors, including medicine. Yet, their effect in pediatric surgery remains largely unexplored. This study aims to assess the ability of the artificial intelligence (AI) models ChatGPT-4 and Microsoft Copilot to propose diagnostic procedures, primary and differential diagnoses, as well as answer clinical questions using complex clinical case vignettes of classic pediatric surgical diseases.We conducted the study in April 2024. We evaluated the performance of LLMs using 13 complex clinical case vignettes of pediatric surgical diseases and compared responses to a human cohort of experienced pediatric surgeons. Additionally, pediatric surgeons rated the diagnostic recommendations of LLMs for completeness and accuracy. To determine differences in performance, we performed statistical analyses.ChatGPT-4 achieved a higher test score (52.1%) compared to Copilot (47.9%) but less than pediatric surgeons (68.8%). Overall differences in performance between ChatGPT-4, Copilot, and pediatric surgeons were found to be statistically significant (p < 0.01). ChatGPT-4 demonstrated superior performance in generating differential diagnoses compared to Copilot (p < 0.05). No statistically significant differences were found between the AI models regarding suggestions for diagnostics and primary diagnosis. Overall, the recommendations of LLMs were rated as average by pediatric surgeons.This study reveals significant limitations in the performance of AI models in pediatric surgery. Although LLMs exhibit potential across various areas, their reliability and accuracy in handling clinical decision-making tasks is limited. Further research is needed to improve AI capabilities and establish its usefulness in the clinical setting.

大型语言模型(llm)的出现导致了包括医学在内的多个领域的显著进步。然而,它们在儿科手术中的作用在很大程度上仍未被探索。本研究旨在评估人工智能模型ChatGPT-4和Microsoft Copilot提出诊断程序、初步诊断和鉴别诊断的能力,并利用复杂的儿科外科经典疾病临床病例短片回答临床问题。方法:研究于2024年4月进行。我们使用13个儿科外科疾病的复杂临床病例来评估llm的表现,并比较了一组经验丰富的儿科外科医生的反应。此外,儿科外科医生对LLMs的诊断建议的完整性和准确性进行了评价。为了确定性能上的差异,我们进行了统计分析。结果:ChatGPT-4的测试得分(52.1%)高于Copilot(47.9%),但低于儿科外科医生(68.8%)。ChatGPT-4、Copilot和儿科外科医生之间的总体表现差异具有统计学意义(p)。结论:本研究揭示了人工智能模型在儿科外科中的表现存在显著局限性。尽管法学硕士在各个领域都表现出潜力,但他们在处理临床决策任务方面的可靠性和准确性是有限的。需要进一步的研究来提高人工智能的能力,并确定其在临床环境中的实用性。
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引用次数: 0
Association of Somatic KRAS Variants with Osteolysis in Arteriovenous Malformations. 体细胞KRAS变异与动静脉畸形骨溶解的关系。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-10-01 Epub Date: 2025-03-29 DOI: 10.1055/a-2540-3621
María San Basilio, Lara Rodríguez-Laguna, Paloma Triana Junco, Víctor Martínez-Glez, Carla Ramirez-Amoros, Carlos Delgado-Miguel, Juan P Rodriguez-Arias, Juan C Lopez-Gutierrez

The genetic study of vascular anomalies provides a better understanding of their etiopathogenesis and allows the use of targeted therapies. Activating KRAS pathogenic variants promote cell proliferation by activating MAPK and PI3K signalling pathways, which have been associated with the pathogenesis of vascular anomalies, especially high-flow ones such as arteriovenous malformations (AVMs). AVMs' genomic landscape is extensive, and a genotype-phenotype correlation has not been shown. In this study, we aimed to prove an association between KRAS gene mutations and the presence of osteolysis in patients with AVMs. Herein, we present a clinical-molecular retrospective study of patients with AVMs, bone involvement, and KRAS pathogenic variants.A retrospective review of patients with AVMs and KRAS somatic variants followed by the Vascular Anomalies Unit at our institution was performed. All patients present bone involvement. We analyzed demographics, clinical features (AVMs location, phenotype), treatment received, and response to treatment. Previous imaging studies were used to assess bone involvement. Genetic studies were performed by high-throughput sequencing using a custom-designed panel.Of the 77 patients with AVMs currently followed in our clinic, 60 (77.9%) had genetic testing, and 19 (31.6%) presented a KRAS somatic activating variant and were therefore included in the study. There were 12 women and 7 men aged 10 to 79 years. When studying radiographies or CT scans, we found that all 19 patients associated osteolysis adjacent to the AVMs. Regarding the KRAS variants, the most frequent one was p.Gly12Asp, followed by p.Gln61His and p.Gly13Arg. Additionally, we reviewed imaging studies from the other 41 patients with AVMs and different pathogenic variants such as MAP2K1, RASA1, and BRAF, and did not find osteolysis.We have described for the first time the relationship between somatic, activating KRAS pathogenic variants and osteolysis in patients with AVMs. Early detection of these KRAS alterations in this type of patient should lead us to rule out bone involvement. Moreover, identifying these mutations may help guide targeted therapies, potentially preventing the development of osteolysis and improving patient outcomes.

血管异常的遗传学研究提供了对其发病机制的更好理解,并允许使用靶向治疗。激活KRAS致病变异体通过激活MAPK和PI3K信号通路促进细胞增殖,这与血管异常的发病机制有关,特别是高流量的血管异常,如动静脉畸形(AVMs)。avm的基因组景观是广泛的,基因型-表型相关性尚未显示。在这项研究中,我们旨在证明KRAS基因突变与avm患者骨溶解之间的关联。在此,我们提出了一个临床-分子回顾性研究的患者avm,骨受累,和KRAS致病变异。我们对avm和KRAS体细胞变异患者进行了回顾性研究,随后在我们机构的血管异常部门进行了研究。所有患者均表现为骨骼受累。我们分析了人口统计学、临床特征(avm的位置、表型)、接受的治疗和对治疗的反应。先前的影像学检查用于评估骨受累情况。遗传研究采用定制设计的面板进行高通量测序。在我们诊所目前随访的77例avm患者中,60例(77.9%)进行了基因检测,19例(31.6%)出现KRAS体细胞激活变异体,因此被纳入研究。12名女性和7名男性,年龄在10至79岁之间。在研究x线片或CT扫描时,我们发现所有19例患者均伴有avm附近的骨溶解。KRAS变异中最常见的是p.Gly12Asp,其次是p.Gln61His和p.Gly13Arg。此外,我们回顾了其他41例avm患者和不同致病变异(如MAP2K1、RASA1和BRAF)的影像学研究,未发现骨溶解。我们首次描述了avm患者中活化的KRAS致病变异与骨溶解之间的关系。在这种类型的患者中,早期发现这些KRAS改变应使我们排除骨骼受累的可能性。此外,识别这些突变可能有助于指导靶向治疗,潜在地预防骨溶解的发展并改善患者的预后。
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引用次数: 0
Publishing Trends, Motivations, and Obstacles Among Pediatric Surgeons: An International Survey on Research Dissemination and Peer Review Challenges. 出版趋势,动机和障碍在儿科外科医生:研究传播和同行评审挑战的国际调查。
IF 1.4 3区 医学 Q2 PEDIATRICS Pub Date : 2025-10-01 Epub Date: 2025-04-04 DOI: 10.1055/a-2544-9739
Ophelia Aubert, Marta Gazzaneo, Julio César Moreno-Alfonso, Hilmican Ulman, Hanna Garnier, Benno Ure, Martin Lacher

Objective:  This study aims to assess publishing trends, motivations, preferences, and challenges among pediatric surgeons globally.

Methods:  A cross-sectional survey was conducted among pediatric surgeons from multiple countries, distributed through the Trainees of European Pediatric Surgery (TEPS) network and social media. The anonymous questionnaire contained 26 items focusing on journal preferences, motivations for publishing, obstacles faced, peer-review experiences, open access publishing, and methods of research dissemination.

Results:  A total of 172 responses were collected from pediatric surgeons in 33 countries. Most respondents worked in tertiary hospitals (88%) and were consultants or senior attendings (49%). Over half (65%) had published at least one scientific paper in the last 3 years. PubMed was the primary search engine (82%), and pediatric surgical journals were the preferred outlets for publication (87%). Key motivations for choosing a journal were impact factor (22%) and scope (19%), while publication costs (38%) and slow review processes (22%) were the primary deterrents. Open access publication options were used by more than half of respondents, with a third spending less than €2,500 on fees. Social media, particularly Instagram, emerged as a popular platform for research dissemination.

Conclusion:  Pediatric surgeons prefer publishing in specialized journals, with impact factor and scope being key drivers of journal choice. Publication costs and the peer-review process are the most significant obstacles. Efforts to address these challenges, such as reducing fees and enhancing the review process, are crucial for facilitating research dissemination in pediatric surgery.

目的:本研究旨在评估全球儿科外科医生的出版趋势、动机、偏好和挑战。方法:通过欧洲儿科外科培训生(TEPS)网络和社交媒体,对来自多个国家的儿科外科医生进行横断面调查。这份匿名调查问卷包含26个项目,重点是期刊偏好、发表动机、面临的障碍、同行评议经历、开放获取出版和研究传播方法。结果:共收集了来自33个国家的儿科外科医生的172份回复。大多数受访者在三级医院工作(88%),是顾问或高级主治医师(49%)。超过一半(65%)的人在过去三年中至少发表过一篇科学论文。PubMed是主要的搜索引擎(82%),儿科外科期刊是首选的出版渠道(87%)。选择期刊的主要动机是影响因素(22%)和范围(19%),而出版成本(38%)和缓慢的审稿过程(22%)是主要的阻碍因素。超过一半的受访者使用开放获取出版选项,三分之一的受访者的费用支出不到2500欧元。社交媒体,尤其是Instagram,成为了一个流行的研究传播平台。结论:儿科外科医生更喜欢在专业期刊上发表文章,影响因子和范围是选择期刊的关键因素。出版成本和同行评议过程是最大的障碍。努力解决这些挑战,如降低费用和加强审查过程,对于促进儿科外科研究的传播至关重要。
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引用次数: 0
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European Journal of Pediatric Surgery
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