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Parents and Health Care Providers' Perspectives on Vital Signs Monitoring Technologies in the Neonatal Intensive Care Unit: An International Survey. 父母和卫生保健提供者对新生儿重症监护病房生命体征监测技术的看法:一项国际调查。
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-05-29 DOI: 10.1055/a-2604-8329
Eva Senechal, Daniel Radeschi, Robert Kearney, Wissam Shalish, Guilherme Sant'Anna

This study aimed to assess the views of parents and neonatal intensive care unit (NICU) health care providers (HCPs) on current wired vital signs monitoring and future wireless alternatives.Prospective cross-sectional survey was conducted between March and July 2023, targeting three groups: (1) NICU parents, (2) physicians, and (3) nurses and respiratory therapists (RT) and physiotherapists (PT). A 17-question survey was developed to assess several perspectives with current vital signs monitoring and a possible wireless monitoring system. NICU parents completed paper surveys and HCPs participated via an anonymous electronic survey. The original English survey was tailored for different respondent groups, translated into French, Spanish, and Portuguese, and distributed through neonatal research networks. Responses from each group were analyzed as totals (%), with within-group comparisons assessed using the Wilcoxon signed-rank test. Additionally, between-group comparisons were conducted using the chi-square test of independence or Fisher's exact test, as appropriate.A total of 1,141 responses were included (25 parents, 438 physicians, and 678 nurses, RTs, and PTs). Only 52% of parents were satisfied with current wired systems; 68% reported wires hindered infant handling, and 52% cited interference with skin-to-skin care. Both physicians and HCPs expressed low satisfaction with the current system. Common concerns included tangling, skin irritation, and workload. Support for wireless technology introduction was high across all groups (parents = 60%, physicians = 91%, and nurses, RTs, and PTs = 87%), with main perceived benefits including improved kangaroo mother care (KMC), reduced patient discomfort, and enhanced bonding. All groups expressed accuracy, safety, battery life, and cost concerns of a possible wireless system.Parents and HCPs are generally dissatisfied with the current NICU vital signs monitoring systems, primarily due to concerns with wires and cables and interference with KMC. Wireless technologies were mostly supported, but data on reliability, safety, and economic feasibility will be critical for development and successful implementation. · Parents and HCPs dislike wired systems due to tangling, skin irritation, and interference with care.. · Support for wireless monitoring was viewed positively by parents and very positively by HCP.. · Wireless systems were seen as beneficial for KC, reducing patient discomfort, and improving bonding.. · However, each group expressed concerns about a potential future wireless monitoring system.. · Accuracy, battery life, radiation, and cost must be addressed before wireless systems can be adopted..

本研究旨在评估父母和新生儿重症监护病房(NICU)卫生保健提供者(HCPs)对当前有线生命体征监测和未来无线替代方案的看法。前瞻性横断面调查于2023年3月至7月进行,针对三组:(1)NICU家长,(2)医生,(3)护士和呼吸治疗师(RT)和物理治疗师(PT)。一项包含17个问题的调查旨在评估当前生命体征监测和可能的无线监测系统的几个方面。新生儿重症监护病房家长完成书面调查,医护人员通过匿名电子调查参与调查。最初的英语调查是针对不同的调查对象群体量身定制的,翻译成法语、西班牙语和葡萄牙语,并通过新生儿研究网络分发。每组的应答以总数(%)进行分析,并使用Wilcoxon符号秩检验评估组内比较。此外,组间比较采用卡方独立性检验或Fisher精确检验(视情况而定)。共纳入1141份回复(25名家长、438名医生和678名护士、转诊医师和转诊医师)。只有52%的家长对目前的有线系统感到满意;68%的人表示电线阻碍了婴儿的操作,52%的人表示电线干扰了皮肤对皮肤的护理。医生和HCPs对现行制度的满意度都很低。常见的问题包括缠结、皮肤刺激和工作量。所有群体对无线技术引入的支持度都很高(家长= 60%,医生= 91%,护士,RTs和PTs = 87%),主要的好处包括改进袋鼠式母亲护理(KMC),减少患者不适,增强联系。所有小组都表达了对可能的无线系统的准确性、安全性、电池寿命和成本的关注。家长和医护人员普遍不满意目前的新生儿重症监护病房生命体征监测系统,主要原因是担心电线电缆和干扰KMC。无线技术大多得到了支持,但可靠性、安全性和经济可行性的数据将是开发和成功实施的关键。·由于缠结、刺激皮肤和干扰护理,家长和医护人员不喜欢有线系统。·家长对无线监控的支持持积极态度,HCP对此持非常积极的态度。·无线系统被视为有利于KC,减少患者不适,并改善联系。·然而,每个小组都对未来潜在的无线监控系统表示担忧。·在采用无线系统之前,必须解决精度、电池寿命、辐射和成本问题。
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引用次数: 0
Predicting Clinical Outcomes of Severe Bronchopulmonary Dysplasia through New Definitions and Phenotypes. 通过新的定义和表型预测严重支气管肺发育不良的临床结果。
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-03-04 DOI: 10.1055/a-2550-5306
Susan McAnany, Gangaram Akangire, Ashley Sherman, Venkatesh Sampath, Winston Manimtim

This study aimed to compare the accuracy of three newly proposed definitions of bronchopulmonary dysplasia (BPD) in predicting outcomes, and to investigate the impact of large airway versus parenchymal versus vascular BPD phenotypes on BPD outcomes.Retrospective chart review of 100 infants with severe BPD discharged from a Children's hospital between 2020 and 2021. Multivariable models evaluated the associations between BPD definitions and phenotypes with tracheostomy and death at 6 months and 1 year after NICU discharge. Secondary outcomes included the need for respiratory support, the use of pulmonary medications, and the need for long-term gastrostomy feeding.Neonatal research network (NRN) and BPD collaborative criteria best-predicted outcomes associated with tracheostomy and/or death (p < 0.001). Among the three BPD phenotypes, large airway disease was independently associated with death or tracheostomy (odds ratios [OR]: 10.5; 95% confidence interval [CI]: 1.6, 68.1). The combination of all three phenotypes was also associated with death or tracheostomy (OR: 9.8; 95% CI: 1.0, 93.5). Both NRN and BPD collaborative definitions showed an association with the need for respiratory support, medication use, and need for long-term gastrostomy tube feeding. Among the 29 infants for whom complete information was available, 18 (62%), 20 (69%), and 18 (62%) had parenchymal, central airway and pulmonary vascular phenotype, respectively.Our results indicate that newer definitions of BPD may better predict the severity of BPD and the need for long-term invasive ventilation support compared with the 2001 National Institute of Health definition of BPD phenotypes impacting mortality and short-term outcomes. These data may be useful for counseling families and developing phenotype-based individualized treatment plans. · The current definition of BPD has limitations.. · New definitions of BPD better predict outcomes.. · BPD phenotypes can better predict outcomes..

目的:比较支气管肺发育不良(BPD)的三种新定义在预测预后方面的准确性,并探讨大气道、实质和血管型BPD表型对BPD预后的影响。研究设计:对2020-2021年间某儿童医院出院的100例重度BPD患儿进行回顾性分析。多变量模型评估了新生儿重症监护病房出院后6个月和1年BPD定义和表型与气管切开术和死亡之间的关系。次要结局包括需要呼吸支持、使用肺部药物和需要长期胃造口喂养。结果:NRN和BPD联合标准最能预测与气管切开术和/或死亡相关的预后(p < 0.001)。在三种BPD表型中,大气道疾病与死亡或气管切开术独立相关(or 10.5, 95% CI 1.6, 68.1)。所有三种表型的组合也与死亡或气管切开术相关(or 9.8, 95% CI 1.0, 93.5)。NRN和BPD的协同定义都显示与呼吸支持、药物使用和长期胃造口管喂养的需要有关。在29例可获得完整信息的婴儿中,分别有18例(62%)、20例(69%)和18例(62%)具有实质、中央气道和肺血管表型。结论:我们的研究结果表明,与2001年NIH定义的BPD表型影响死亡率和短期预后的定义相比,BPD的新定义可以更好地预测BPD的严重程度和长期有创通气支持的需要。这些数据可能对家庭咨询和制定基于表型的个体化治疗计划有用。
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引用次数: 0
Association of Gestational Weight Gain with Adverse Pregnancy Outcomes in Individuals with Obesity. 肥胖患者妊娠期体重增加与不良妊娠结局的关系
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-05-01 DOI: 10.1055/a-2597-8542
Kazuma Onishi, Tetsuya Kawakita

This study aimed to determine optimal gestational weight gain (GWG) considering adverse infant and maternal outcomes among individuals with obesity, with detailed classification for body mass index (BMI) of 40 kg/m2 or higher.This study was a population-based retrospective cohort study, using U.S. birth certificate data from 2017 to 2021. We included nulliparous individuals with singleton pregnancies delivering live births between 370/7 and 416/7 weeks' gestation, excluding those with pregestational diabetes or hypertension, gestational diabetes, preeclampsia, major fetal anomalies, or chromosomal disorders. The study focused on three main outcomes: primary cesarean delivery, small for gestational age (SGA), and large for gestational age (LGA). GWG was evaluated in 2-kg increments, from weight loss >8 kg to gains ≥28 kg. Prepregnancy BMI was stratified into four categories: BMI of 30 to <35, 35 to <40, 40 to <50, and ≥50 kg/m2. Odds ratios and absolute risk reduction were used to identify GWG ranges with balanced risks for three outcomes within each BMI category.Among 1,677,968 individuals with obesity, increased GWG was associated with higher absolute risks of cesarean delivery and LGA and lower risk of SGA across all BMI categories. Optimal GWG ranges varied by prepregnancy BMI: >12 to ≤14 kg for BMI of 30 to <35 kg/m2; >10 to ≤12 kg for BMI of 35 to <40 kg/m2; >6 to ≤10 kg for BMI of 40 to <50 kg/m2; >0 to ≤8 kg for BMI of 50 kg/m2 or higher.We identified higher upper and lower GWG limits for individuals with BMI of 30 to 50 kg/m2, and lower limits for those with BMI ≥50 kg/m2, compared with the guidelines recommended by the U.S. National Academy of Medicine. These findings suggest the need to tailor GWG recommendations based on the severity of obesity. · Optimal GWG varies by obesity class, requiring tailored guidelines.. · Those with BMI ≥50 kg/m may need lower target for gestational gain than current recommendation.. · The optimal GWG range could be changed based on the outcomes of interest..

目的:在体重指数(BMI)≥40 kg/m2的肥胖人群中,确定考虑母婴不良结局的最佳妊娠期体重增加(GWG)。研究设计:本研究是一项基于人群的回顾性队列研究,使用2017年至2021年美国出生证明数据。我们纳入了妊娠37 0/7周至41 6/7周的单胎无产个体,排除了妊娠期糖尿病或高血压、妊娠期糖尿病、先兆子痫、重大胎儿异常或染色体疾病的患者。该研究主要关注三个主要结局:原发性剖宫产、小胎龄(SGA)和大胎龄(LGA)。GWG以2 kg的增量进行评估,从体重减轻8 kg到体重增加≥28 kg。将孕前BMI分为四类:BMI为30 ~结果:在1,677,968名肥胖患者中,所有BMI类别中,GWG增加与剖宫产和LGA的绝对风险增加以及SGA的风险降低相关。最佳GWG范围因孕前BMI而异:BMI为30 ~ 10 kg时,为12kg ~≤14 kg; BMI为35 ~ 6 kg时,为≤12 kg; BMI为40 ~ 0 kg时,为≤10 kg; BMI为50 kg/m2及以上时,为≤8 kg。结论:与美国国家医学院推荐的指南相比,我们确定了BMI为30至50 kg/m²的个体的GWG上限和下限,BMI≥50 kg/m²的个体的GWG下限。这些发现表明,有必要根据肥胖的严重程度来调整GWG的建议。
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引用次数: 0
Single Center Implementation of a Postpartum Pharmacologic Thromboprophylaxis Protocol. 产后药物血栓预防方案的单中心实施。
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-05-01 DOI: 10.1055/a-2597-8735
Ann M Bruno, Amanda A Allshouse, Christine M Warrick, Torr D Metz

This study aimed to evaluate trends in the frequency of pharmacologic prophylaxis following the implementation of a postpartum venous thromboembolism (VTE) prevention protocol. Secondarily, to evaluate the association between protocol implementation and incidence of VTE and complications.Retrospective cohort of patients delivering from 2015 to 2022 at a single academic institution. Those with an antepartum VTE or receiving therapeutic anticoagulation were excluded. An inpatient thromboprophylaxis protocol was implemented in January 2017 and further updated in July 2020 to expand risk factors to qualify for prophylaxis and extend the length of therapy to the outpatient setting (total 14 days). The cohort was divided into three time periods: preimplementation (January 1, 2025-December 31, 2016), initial protocol (January 1, 2017-June 30, 2020), and updated (July 1, 2020-December 31, 2022) protocol. The primary outcome was the receipt of inpatient heparin-based pharmacologic prophylaxis. Secondary outcomes included filling an outpatient pharmacologic prophylaxis prescription, VTE, and wound complications observed through 6 weeks postpartum. Baseline characteristics and outcomes were compared across the three protocol periods. Logistic regression modeling estimated the association between outcomes and the updated protocol period compared with prior periods.Overall, 22.6% (95% confidence interval [CI]: 22.1-23.0) of 34,217 included deliveries received inpatient pharmacologic prophylaxis: 7.7% (7.1-8.2%) preimplementation, 15.8% (15.2-16.4%) initial protocol, and 41.2% (40.4-42.1%) during the updated protocol period. The rates of inpatient and outpatient prophylaxis increased significantly over time (p < 0.001 test of trend). Delivery in the updated protocol period was not associated with differences in VTE (pre: 0.1%, initial: 0.2%, and updated: 0.1%) nor wound complications (pre: 3.4%, initial: 2.7%, and updated: 2.7%).Single-center implementation of a postpartum prophylaxis protocol resulted in increased use of inpatient and outpatient pharmacologic prophylaxis without changes in rates of VTE or wound complications. · Implementation of a postpartum thromboprophylaxis protocol resulted in increased rates of pharmacologic prophylaxis.. · No differences in wound complications were observed by the protocol period.. · Rates of VTE did not change over time..

背景:评估实施产后静脉血栓栓塞(VTE)预防方案后药物预防频率的趋势。其次,评估方案实施与静脉血栓栓塞和并发症发生率之间的关系。方法:对2015-2022年在单一学术机构分娩的患者进行回顾性队列研究。排除产前静脉血栓栓塞或接受治疗性抗凝治疗的患者。2017年1月实施了住院血栓预防方案,并于2020年7月进一步更新,以扩大有资格进行预防的风险因素,并将治疗时间延长到门诊(总共14天)。该队列被分为三个时间段:实施前(1/1/15 - 12/31/16),初始方案(1/1/17 - 6/30/20)和更新(7/1/20 - 12/31/22)方案。主要结局是住院患者接受以肝素为基础的药物预防。次要结果包括填写门诊药物预防处方、静脉血栓栓塞和产后6周观察的伤口并发症。在三个方案期间比较基线特征和结果。逻辑回归模型估计了结果与更新后的方案周期之间的关联。结果:总体而言,在34,217例纳入的分娩中,22.6% (95% CI 22.1-23.0%)接受了住院药物预防:7.7%(7.1-8.2%)实施前,15.8%(15.2-16.4%)初始方案,41.2%(40.4-42.1%)在更新方案期间。住院和门诊预防率随着时间的推移显著增加(结论:单中心实施产后预防方案导致住院和门诊药物预防使用率增加,而静脉血栓栓塞或伤口并发症的发生率没有变化。
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引用次数: 0
Increased Respiratory Syncytial Virus-Associated Hospitalizations and Ambulatory Visits in Very Preterm Infants in the First Year of Life following Discontinuation of Access to Palivizumab. 停止使用帕利珠单抗后第一年的极早产儿呼吸道合胞病毒相关住院和门诊就诊增加
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-01-09 DOI: 10.1055/a-2512-9453
Yolanda Evong, Jiaxin Luo, Lingyun Ye, John Fahey, Janis L Breeze, Rebecca Attenborough, Kenny Wong, Joanne M Langley

From 2002 to 2023, palivizumab was the only intervention to reduce respiratory syncytial virus (RSV)-associated hospitalizations in high-risk infants in Canada but advances in RSV prevention are drastically changing this landscape. Eligibility criteria for this monoclonal antibody for preterm infants varied over time across each of 10 Canadian provinces and 3 territories. The National Professional Pediatric Association (Canadian Pediatric Society) revised its eligibility recommendations in 2015, removing access for preterm infants 30 to 32 weeks gestation (WG). The province of Nova Scotia followed these recommendations the next season. This study aimed to determine if the removal of access to palivizumab in these previously eligible infants was associated with a change in hospital admissions, deaths, or ambulatory visits associated with RSV.We identified a retrospective cohort of Nova Scotia infants born between 30 and 32 WG, without other risk factors for RSV-H, from April 2012 to September 2019 by linking six population-based provincial databases, and followed each infant through the first year of life. Episodes of RSV-associated hospitalization (RSV-H), ambulatory visits (RSV-A), or death were identified by the International Statistical Classification of Diseases and Related Health Disorders (ICD) RSV-associated diagnostic codes.Of 4,835 infants born during the study period, 250 were 30 to 32 WG and eligible for the cohort. RSV-H increased approximately 10-fold following restricted access to palivizumab (from no RSV-H (0/123) to 9.4%; 95% CI 5.0, 15.9; risk difference 9.4), but no RSV-associated deaths occurred. RSV-A also increased from 5.7 to 17.3% (risk difference 11.6).Discontinuation of access to a prophylactic anti-RSV monoclonal antibody in very preterm infants was associated with a higher risk of RSV-H and RSV-A. Evaluation of health care policy change on patient well-being is essential to assess the impact and guide future decision-making at the population level. · Discontinuation of access to a prophylactic anti-RSV monoclonal antibody in very preterm infants 30 to 32 WG was associated with a higher risk of RSV-H and RSV-A. Evaluation of changes to health care policy on patient well-being is essential to assess impact and guide future decision-making at the population level.. · Removing access to palivizumab led to higher RSV admissions in 30 to 32 WG infants.. · The effect of health care policy changes on child well-being should be assessed routinely.. · No deaths associated with RSV were identified prior to or after the policy change..

背景:从2002年到2023年,帕利珠单抗是加拿大减少RSV相关高危婴儿住院的唯一干预措施,但RSV预防的进展正在彻底改变这一现状。在加拿大10个省和3个地区,这种单克隆抗体用于早产儿的资格标准随着时间的推移而变化。国家儿科专业协会(加拿大儿科协会)于2015年修订了其资格建议,取消了妊娠30至32周的早产儿(WG)的准入。新斯科舍省(NS)在下一季遵循了这些建议。目的:确定在这些先前的婴儿中取消使用帕利珠单抗是否与与RSV相关的住院、死亡或门诊就诊的变化相关。方法:通过连接6个基于人口的省级数据库,我们确定了2012年4月至2019年9月期间出生年龄在30至32岁之间,无RSV-H其他危险因素的NS婴儿的回顾性队列,并对每个婴儿进行了第一年的随访。RSV相关住院、门诊就诊或死亡事件由国际疾病和相关健康障碍统计分类(ICD) RSV相关诊断代码确定。结果:在研究期间出生的4835名婴儿中,有250名30-32岁的婴儿符合队列条件。限制使用帕利珠单抗后,RSV-H增加了约10倍(0/123,至9.4%;(95% CI 5.0, 15.9,风险差9.4),但未发生与rsv相关的死亡。RSV-A也从5.7%增加到17.3%(风险差11.6)。结论:停止给予极早产儿预防性抗rsv单克隆抗体与RSV-H和RSV-A的高风险相关。评估医疗保健政策变化对患者福祉的影响,对于在人口层面评估影响和指导未来决策至关重要。
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引用次数: 0
A Nomogram Model for Prenatal Predicting Survival in Infants with Congenital Diaphragmatic Hernia. 胎儿期预测先天性膈疝婴儿生存的nomogram模型。
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-04-23 DOI: 10.1055/a-2592-0474
Weipeng Wang, Wenting Xu, Weihua Pan, Wenjie Wu, Wei Xie, Ming Liu, Lei Wang, Jun Wang

The study aimed to combine prenatal risk factors associated with early survival of patients with prenatally diagnosed congenital diaphragmatic hernia (CDH) into a predictive nomogram.We retrospectively analyzed 217 neonates with prenatally diagnosed CDH. The patients who underwent surgery in an earlier period comprised the training cohort (n = 158) for nomogram development, while those who underwent surgery subsequently constituted the validation cohort (n = 59) to verify the model's performance. The survival rate at discharge was regarded as the primary outcome. Multivariate Logistic analysis was performed, and a nomogram was developed using data from the training cohort. The performance of the nomogram was determined. We also evaluated the nomogram's performance in the independent validation cohorts.On multiple analyses, independent factors for early survival were O/E LHR, presence of liver herniation, and gestational age at diagnosis, which were all selected into the nomogram. The nomogram had good discrimination with an area under the receiver operator curve of 0.875 (95% confidence interval [CI]: 0.819-0.930). The nomogram was calibrated to predict survival in the best possible way compared with the actual results. Using the decision curve analysis, the nomogram was proved to be useful in clinical practice. In the validation cohort, the nomogram model was also found with good discrimination with an area under the receiver operator curve of 0.917 (95% CI: 0.847-0.986).The proposed nomogram incorporating prenatal risk factors offered an individualized predictive tool for early survival of patients with CDH, which will help guide prenatal counseling and perinatal management.

目的:本研究旨在将产前诊断的先天性膈疝(CDH)患者早期生存相关的产前危险因素结合到预测nomogram中。研究设计:我们回顾性分析了217名产前诊断为CDH的新生儿。前期接受手术的患者组成训练队列(n = 158)用于nomogram发展,随后接受手术的患者组成验证队列(n = 59)用于验证模型的性能。出院时的生存率作为主要观察指标。进行多变量Logistic分析,并使用来自培训队列的数据开发nomogram。测定了谱图的性能。我们还评估了nomogram在独立验证队列中的表现。结果:经多重分析,影响早期生存的独立因素为O/E LHR、是否存在肝疝、诊断时胎龄,均被纳入图中。模态图鉴别效果好,接收算子曲线下面积为0.875 (95%CI: 0.819 ~ 0.930)。与实际结果相比,对nomogram进行了校准,以便以最好的方式预测生存。通过决策曲线分析,证实了nomogram在临床上的应用价值。在验证队列中,也发现nomogram模型具有很好的判别性,其接收算子曲线下面积为0.917 (95%CI: 0.847 ~ 0.986)。结论:结合产前危险因素的nomogram诊断方法可为CDH患者的早期生存提供个性化的预测工具,有助于指导产前咨询和围产期管理。
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引用次数: 0
Use of Artificial Intelligence in Recognition of Fetal Open Neural Tube Defect on Prenatal Ultrasound. 人工智能在产前超声胎儿开放神经管缺陷识别中的应用。
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-04-16 DOI: 10.1055/a-2589-3554
Manisha Kumar, Urvashi Arora, Debarka Sengupta, Shilpi Nain, Deepika Meena, Reena Yadav, Miriam Perez

This study aimed to compare the axial cranial ultrasound images of normal and open neural tube defect (NTD) fetuses using a deep learning (DL) model and to assess its predictive accuracy in identifying open NTD.It was a prospective case-control study. Axial trans-thalamic fetal ultrasound images of participants with open fetal NTD and normal controls between 14 and 28 weeks of gestation were taken after consent. The images were divided into training, testing, and validation datasets randomly in the ratio of 70:15:15. The images were further processed and classified using DL convolutional neural network (CNN) transfer learning (TL) models. The TL models were trained for 50 epochs. The data was analyzed in terms of Cohen kappa score, accuracy score, area under receiver operating curve (AUROC) score, F1 score validity, sensitivity, and specificity of the test.A total of 59 cases and 116 controls were fully followed. Efficient net B0, Visual Geometry Group (VGG), and Inception V3 TL models were used. Both Efficient net B0 and VGG16 models gave similar high training and validation accuracy (100 and 95.83%, respectively). Using inception V3, the training and validation accuracy was 98.28 and 95.83%, respectively. The sensitivity and specificity of Efficient NetB0 was 100 and 89%, respectively, and was the best.The analysis of the changes in axial images of the fetal cranium using the DL model, Efficient Net B0 proved to be an effective model to be used in clinical application for the identification of open NTD. · Open spina bifida is often missed due to the nonrecognition of the lemon sign on ultrasound.. · Image classification using DL identified open spina bifida with excellent accuracy.. · The research is clinically relevant in low- and middle-income countries..

利用深度学习(DL)模型比较正常和开放神经管缺陷(NTD)胎儿的轴向颅超声图像,并评估其识别开放神经管缺陷(NTD)的预测准确性。这是一项前瞻性病例对照研究。经同意后,在14至28周妊娠期间,对开放性胎儿NTD和正常对照组的参与者进行轴向跨丘脑胎儿超声成像。将图像按70:15:15的比例随机分为训练、测试和验证数据集。使用DL卷积神经网络(CNN)迁移学习(TL)模型对图像进行进一步处理和分类。TL模型训练了50个epoch。根据Cohen kappa评分、准确性评分、受试者工作曲线下面积(AUROC)评分、F1评分效度、敏感性和特异性对数据进行分析。对59例病例和116例对照进行了全面随访。使用了Efficient net B0、Visual Geometry Group (VGG)和Inception V3 TL模型。Efficient net B0和VGG16模型均具有相似的高训练和验证准确率(分别为100%和95.83%)。使用inception V3,训练和验证准确率分别为98.28%和95.83%。有效率NetB0的敏感性为100%,特异度为89%,为最佳。利用DL模型对胎儿颅骨轴向图像的变化进行分析,证明Efficient Net B0是一种可用于临床诊断开放性NTD的有效模型。·开放性脊柱裂经常被遗漏,因为超声不能识别柠檬征。·使用深度学习图像分类识别开放性脊柱裂,准确率极高。·这项研究在低收入和中等收入国家具有临床意义。
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引用次数: 0
Omega-3 Levels in Prenatal Supplements. 产前补充剂中的Omega-3含量
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2024-12-04 DOI: 10.1055/a-2465-5163
Mary J Scourboutakos, Elenee H Harper, Michael T Kopec, Lauren Rose, Milena Forte

This study aimed to systematically document the reported omega-3 levels in commercially available prenatal supplements in the United States and Canada, and compare these levels to recommended intakes in pregnancy.Commercial prenatal supplements were identified using the Dietary Supplement Label Database (n = 50) and the Licensed Natural Health Products Database (n = 18). Mean omega-3 levels and the proportion of products meeting recommendations for pregnant women were tabulated.Average omega-3 levels were 368 ± 33 mg in the United States and 404 ± 72 mg in Canada. Seventy percent of products in the United States and 61% in Canada contained the amount of omega-3 levels recommended for pregnant women with sufficient intakes. Sixteen percent of products in the United States and 28% in Canada contained the dose recommended for pregnant women with insufficient intakes.These results illustrate that commercial prenatal supplements contain a wide variety of omega-3 fatty acid levels that may or may not be consistent with recommended intake levels. · most pregnant women consume inadequate amounts of omega-3 fatty acids.. · omega-3 fatty acids can help prevent preterm birth.. · new guidelines recommend increased intakes of omega-3 fatty acids during pregnancy.. · prenatal supplements contain a wide variety of omega-3 fatty acid levels.. · omega-3 levels in prenatal supplements may or may not be consistent with recommended intake levels..

目的:本研究旨在系统地记录美国和加拿大市售产前补品中报道的omega-3水平,并将这些水平与孕期推荐摄入量进行比较。研究设计:使用膳食补充剂标签数据库(n = 50)和天然保健品许可数据库(n = 18)确定商业产前补充剂。平均omega-3水平和符合孕妇建议的产品比例被制成表格。结果:美国的平均omega-3水平为368±33毫克,加拿大为404±72毫克。美国70%的产品和加拿大61%的产品都含有足够摄入量的孕妇所需的omega-3含量。美国16%的产品和加拿大28%的产品都含有摄入量不足的孕妇的推荐剂量。结论:这些结果表明,商业产前补充剂含有各种各样的omega-3脂肪酸水平,可能与推荐摄入量一致,也可能不一致。·大多数孕妇摄入的omega-3脂肪酸量不足。·omega-3脂肪酸有助于预防早产。·新指南建议在怀孕期间增加omega-3脂肪酸的摄入量。·产前补充剂含有各种各样的omega-3脂肪酸水平。·产前补充剂中的omega-3水平可能与推荐摄入量一致,也可能不一致。
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引用次数: 0
External Validation of the Clinical Obstetric Comorbidity Index across a Diverse Health System. 临床产科合并症指数在不同卫生系统的外部验证。
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-04-02 DOI: 10.1055/a-2572-1727
Adina R Kern-Goldberger, Sindhu K Srinivas, Michael O Harhay, Lisa D Levine

The clinically-modified obstetric comorbidity index (OB-CMI) is a comorbidity-based scoring system that has been validated to predict severe maternal morbidity (SMM) in a single tertiary, academic hospital using an internal SMM definition. We aimed to validate the OB-CMI for the prediction of SMM as defined by the CDC during delivery admissions across a diverse health system.This is a retrospective cohort study evaluating all deliveries in a large health system encompassing academic and community hospitals. Data from 2019 to 2021 were extracted from the electronic health record (EHR) and validated with chart review. An OB-CMI score was calculated for each patient using established diagnosis codes and EHR data. The primary outcome was nontransfusion SMM (defined by the CDC) during the delivery admission. Patient characteristics were evaluated by the hospital, and hospital-specific receiver-operator characteristic (ROC) curves were constructed and compared.In total, 42,130 deliveries were included with significant differences in all demographic, clinical, and obstetric characteristics across the hospitals including age, BMI, race/ethnicity, insurance type, preterm birth, and preeclampsia rates. Median OB-CMI score and rate of elevated OB-CMI score (≥6) were also significantly different. ROC curves for OB-CMI and SMM for each hospital are noted in the figure with an area under the curve range from 0.77 to 0.83, and no significant differences across hospitals (p = 0.32).In a large cohort of patients delivering across a diverse hospital system, the clinical OB-CMI score similarly predicted SMM despite differences in demographic and clinical characteristics among the hospitals. This validation of the OB-CMI supports the use of this scoring system in variegated clinical settings, which can inform widescale uptake and clinical integration of OB-CMI scoring to improve obstetric risk stratification. · The clinically-modified OB-CMI consistently predicted nontransfusion SMM across multiple hospitals.. · This OB-CMI can be used for obstetric risk stratification across different clinical settings.. · Future research should explore the impact of using the OB-CMI to mitigate risk in clinical practice..

目的:经临床修改的产科合并症指数(OB-CMI)是一种基于合并症的评分系统,该系统已被验证可用于预测单一三级学术医院使用内部SMM定义的严重产妇发病率(SMM)。我们的目的是验证OB-CMI在不同卫生系统的分娩入院期间预测疾病预防控制中心定义的SMM。研究设计:这是一项回顾性队列研究,评估包括学术医院和社区医院在内的大型卫生系统中的所有分娩情况。从电子健康记录(EHR)中提取2019-2021年的数据,并通过图表审查进行验证。使用已建立的诊断代码和EHR数据计算每位患者的OB-CMI评分。主要结局是分娩入院时的非输血SMM(由CDC定义)。由医院评估患者特征,构建医院特异性的接受者-操作者特征(ROC)曲线并进行比较。结果:42,130例分娩在各医院的所有人口统计学、临床和产科特征上存在显著差异,包括年龄、体重指数、种族/民族、保险类型、早产和先兆子痫发生率。(表)。OB-CMI评分中位数和OB-CMI评分升高率(≥6)也有显著差异。各医院OB-CMI和SMM的ROC曲线见图,曲线下面积(AUC)范围为0.77 - 0.83,各医院间无显著差异(p = 0.32)。结论:在不同医院系统的大量患者中,临床OB-CMI评分类似地预测了SMM,尽管医院之间的人口统计学和临床特征存在差异。OB-CMI的验证支持在多样化的临床环境中使用该评分系统,这可以为OB-CMI评分的广泛采用和临床整合提供信息,以改善产科风险分层。
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引用次数: 0
Neonatal and Maternal Outcomes following Shoulder Dystocia Resolution Utilizing ≥ versus < 3 Maneuvers. 肩难产解决方法≥3 vs < 3的新生儿和产妇结局。
IF 1.2 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-04-16 DOI: 10.1055/a-2589-3709
Fabrizio Zullo, Teresa C Logue, Daniele Di Mascio, Giuseppe Rizzo, Antonella Giancotti, Matthew K Hoffman, Hector Mendez Figueroa, Anthony C Sciscione, Suneet P Chauhan

Most shoulder dystocia (SD) cases do not have associated adverse outcomes. The objective was to assess whether SD relieved with ≥3 maneuvers, compared with fewer, is associated with a higher likelihood of adverse outcomes. The secondary objective was to examine if postpartum hemorrhage is associated with SD managed with ≥3 maneuvers versus fewer.This was a secondary analysis of the assessment of perinatal excellence (APEX) study, an observational cohort of over 115,000 deliveries in 25 U.S. hospitals from 2008 to 2011. We included individuals with singleton, vertex, and nonanomalous fetuses at ≥34 weeks who had SD requiring at least one maneuver. We stratified participants according to if ≥3 maneuvers, versus fewer, were utilized to resolve the SD. The primary outcome was the incidence of a neonatal composite adverse outcome including APGAR <5 at 5 minutes, fetal fractures, intracranial hemorrhage, brachial plexus palsy, facial nerve palsy, hypotension treated, hypoxic-ischemic encephalopathy, or neonatal death. Using modified-Poisson-regression, we calculated adjusted incidence relative risk (aIRR) with 95% confidence intervals (CI).The rate of SD in APEX was 1.9% (2,138/118,422). Of 2,138 cases of SD, 96% met the inclusion criteria. ≥3 maneuvers were utilized in 18.9% (391/2,062) of SD cases. The composite neonatal adverse outcome occurred in 8.1% (168/2,062) of cases, and in adjusted models, the risk for the composite outcome was significantly higher with SD requiring ≥3 maneuvers (15.1%) versus <3 maneuvers (6.5%; aIRR: 2.08; 95% CI: 1.50-2.89). Additionally, APGAR <5 at 5 minutes (aIRR: 4.10; 95% CI: 1.18-14.25), neonatal brachial plexus palsy (aIRR: 2.58; 95% CI: 1.45-4.60), and hypoxic-ischemic encephalopathy (aIRR: 2.83; 95% CI: 1.36 and 5.89) were significantly more likely when ≥3 were used. No significant difference was noted for postpartum hemorrhage (PPH) by number of maneuvers (aIRR: 0.74; 95% CI: 0.44 and 1.21).SD relieved by ≥3 maneuvers, compared with <3, was associated with a 2-fold-increased risk for the composite neonatal adverse outcome, with no difference in risk for PPH. · ≥3 Maneuvers increase neonatal adverse outcomes.. · With ≥3 maneuvers, higher risk of low APGAR and HIE.. · PPH rates similar for ≥3 versus <3 maneuvers..

大多数肩难产(SD)病例没有相关的不良后果。目的是评估≥3次手术与更少的手术相比,SD缓解是否与更高的不良结果可能性相关。次要目的是检查产后出血是否与手术≥3次或更少的SD有关。这是对围产期优生评估(APEX)研究的二次分析,该研究是一项观察性队列研究,在2008年至2011年期间,在25家美国医院进行了超过115,000例分娩。我们纳入了≥34周的单胎、顶点胎和无异常胎,且SD至少需要一次手术。我们根据≥3个操作对参与者进行分层,而不是使用更少的操作来解决SD。主要结局是新生儿复合不良结局的发生率,包括APGAR
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引用次数: 0
期刊
American journal of perinatology
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