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A reference architecture for personal health data spaces using decentralized content-addressable storage networks 使用分散式内容可寻址存储网络的个人健康数据空间参考架构
Pub Date : 2024-07-16 DOI: 10.3389/fmed.2024.1411013
T. Klementi, Gunnar Piho, P. Ross
This paper addresses the dilemmas of accessibility, comprehensiveness, and ownership related to health data. To resolve these dilemmas, we propose and justify a novel, globally scalable reference architecture for a Personal Health Data Space (PHDS). This architecture leverages decentralized content-addressable storage (DCAS) networks, ensuring that the data subject retains complete control and ownership of their personal health data. In today's globalized world, where people are increasingly mobile for work and leisure, healthcare is transitioning from episodic symptom-based treatment toward continuity of care. The main aims of this are patient engagement, illness prevention, and active and healthy longevity. This shift, along with the secondary use of health data for societal benefit, has intensified the challenges associated with health data accessibility, comprehensiveness, and ownership.The study is structured around four health data use case scenarios from the Estonian National Health Information System (EHIS): primary medical use, medical emergency use, secondary use, and personal use. We analyze these use cases from the perspectives of accessibility, comprehensiveness, and ownership. Additionally, we examine the security, privacy, and interoperability aspects of health data.The proposed architectural solution allows individuals to consolidate all their health data into a unified Personal Health Record (PHR). This data can come from various healthcare institutions, mobile applications, medical devices for home use, and personal health notes.The comprehensive PHR can then be shared with healthcare providers in a semantically interoperable manner, regardless of their location or the information systems they use. Furthermore, individuals maintain the autonomy to share, sell, or donate their anonymous or pseudonymous health data for secondary use with different systems worldwide. The proposed reference architecture aligns with the principles of the European Health Data Space (EHDS) initiative, enhancing health data management by providing a secure, cost-effective, and sustainable solution.
本文探讨了与健康数据相关的可访问性、全面性和所有权等难题。为了解决这些难题,我们为个人健康数据空间(PHDS)提出了一种新颖的、可在全球范围内扩展的参考架构,并对其进行了论证。该架构利用分散式内容可寻址存储(DCAS)网络,确保数据主体保留对其个人健康数据的完全控制权和所有权。在当今全球化的世界中,人们的工作和休闲流动性越来越大,医疗保健正从基于症状的偶发治疗向连续性护理过渡。其主要目的是让患者参与进来,预防疾病,积极健康地延年益寿。这种转变以及为社会利益而对健康数据的二次利用,加剧了与健康数据可获取性、全面性和所有权相关的挑战。本研究围绕爱沙尼亚国家健康信息系统(EHIS)中的四个健康数据使用案例展开:初级医疗使用、医疗急救使用、二次使用和个人使用。我们从可访问性、全面性和所有权的角度分析了这些使用案例。此外,我们还研究了健康数据的安全性、隐私性和互操作性等方面。拟议的架构解决方案允许个人将其所有健康数据整合到统一的个人健康记录(PHR)中。这些数据可以来自不同的医疗保健机构、移动应用程序、家用医疗设备和个人健康笔记。然后,综合个人健康记录可以以语义互操作的方式与医疗保健提供商共享,无论他们身处何地或使用何种信息系统。此外,个人还可自主共享、出售或捐赠其匿名或假名健康数据,供全球不同系统二次使用。拟议的参考架构符合欧洲健康数据空间(EHDS)倡议的原则,通过提供安全、经济高效和可持续的解决方案来加强健康数据管理。
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引用次数: 0
AI-driven generalized polynomial transformation models for unsupervised fundus image registration 用于无监督眼底图像配准的人工智能驱动广义多项式变换模型
Pub Date : 2024-07-16 DOI: 10.3389/fmed.2024.1421439
Xu Chen, Xiaochen Fan, Yanda Meng, Yalin Zheng
We introduce a novel AI-driven approach to unsupervised fundus image registration utilizing our Generalized Polynomial Transformation (GPT) model. Through the GPT, we establish a foundational model capable of simulating diverse polynomial transformations, trained on a large synthetic dataset to encompass a broad range of transformation scenarios. Additionally, our hybrid pre-processing strategy aims to streamline the learning process by offering model-focused input. We evaluated our model's effectiveness on the publicly available AREDS dataset by using standard metrics such as image-level and parameter-level analyzes. Linear regression analysis reveals an average Pearson correlation coefficient (R) of 0.9876 across all quadratic transformation parameters. Image-level evaluation, comprising qualitative and quantitative analyzes, showcases significant improvements in Structural Similarity Index (SSIM) and Normalized Cross Correlation (NCC) scores, indicating its robust performance. Notably, precise matching of the optic disc and vessel locations with minimal global distortion are observed. These findings underscore the potential of GPT-based approaches in image registration methodologies, promising advancements in diagnosis, treatment planning, and disease monitoring in ophthalmology and beyond.
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引用次数: 0
Transforming the future of ophthalmology: artificial intelligence and robotics’ breakthrough role in surgical and medical retina advances: a mini review 改变眼科的未来:人工智能和机器人技术在视网膜手术和医疗发展中的突破性作用:微型综述
Pub Date : 2024-07-15 DOI: 10.3389/fmed.2024.1434241
Eleftherios Chatzimichail, Nicolas Feltgen, Lorenzo Motta, Theo Empeslidis, Anastasios G. Konstas, Zisis Gatzioufas, G. Panos
Over the past decade, artificial intelligence (AI) and its subfields, deep learning and machine learning, have become integral parts of ophthalmology, particularly in the field of ophthalmic imaging. A diverse array of algorithms has emerged to facilitate the automated diagnosis of numerous medical and surgical retinal conditions. The development of these algorithms necessitates extensive training using large datasets of retinal images. This approach has demonstrated a promising impact, especially in increasing accuracy of diagnosis for unspecialized clinicians for various diseases and in the area of telemedicine, where access to ophthalmological care is restricted. In parallel, robotic technology has made significant inroads into the medical field, including ophthalmology. The vast majority of research in the field of robotic surgery has been focused on anterior segment and vitreoretinal surgery. These systems offer potential improvements in accuracy and address issues such as hand tremors. However, widespread adoption faces hurdles, including the substantial costs associated with these systems and the steep learning curve for surgeons. These challenges currently constrain the broader implementation of robotic surgical systems in ophthalmology. This mini review discusses the current research and challenges, underscoring the limited yet growing implementation of AI and robotic systems in the field of retinal conditions.
过去十年来,人工智能(AI)及其子领域--深度学习和机器学习--已成为眼科不可或缺的一部分,尤其是在眼科成像领域。各种算法层出不穷,为众多视网膜内科和外科疾病的自动诊断提供了便利。这些算法的开发需要使用大量视网膜图像数据集进行广泛的训练。这种方法已显示出良好的效果,特别是在提高非专业临床医生对各种疾病的诊断准确性方面,以及在远程医疗领域(因为在这些领域获得眼科医疗的机会有限)。与此同时,机器人技术也在眼科等医疗领域取得了重大进展。机器人手术领域的绝大多数研究都集中在前段和玻璃体视网膜手术上。这些系统有可能提高准确性,并解决手颤等问题。然而,广泛采用机器人手术面临着各种障碍,包括与这些系统相关的巨额成本和外科医生陡峭的学习曲线。这些挑战目前制约了机器人手术系统在眼科领域的广泛应用。这篇微型综述讨论了当前的研究和挑战,强调了人工智能和机器人系统在视网膜疾病领域的有限但日益增长的应用。
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引用次数: 0
Efficacy and safety of variceal embolization for primary prophylaxis in cirrhosis patients with challenges in standard treatments: preliminary results 肝硬化患者静脉曲张栓塞术用于一级预防的有效性和安全性:初步研究结果
Pub Date : 2024-07-15 DOI: 10.3389/fmed.2024.1401900
Jun Tie, Xulong Yuan, Ying Zhu, Kai Li, Xiaoyuan Gou, N. Han, Jing Niu, Jiao Xu, Wenlan Wang, Yongquan Shi
Nonselective beta blockers (NSBBs) or endoscopic therapies are currently recommended by guidelines for preventing the first variceal bleed in patients with high-risk varices. However, there is a lack of detailed treatment strategies for patients who are intolerant to both NSBBs and endoscopic approaches. Our study aimed to assess the efficacy and safety of variceal embolization as a primary prophylaxis method in cirrhosis patients who are not suitable candidates for NSBBs or endoscopic treatments.The study included 43 cirrhotic patients with high-risk varices who were candidates for primary prophylaxis against variceal bleeding. These patients underwent variceal embolization at the Xijing Hospital between January 2020 and June 2022. The primary endpoint was the occurrence of bleeding from varices, and the secondary endpoints were the recurrence of varices and the emergence of complications.The procedure of variceal embolization had a success rate of 93.0% (40 out of 43 patients). Over a 2-year follow-up period, the rate of variceal bleeding was 11.6% (5 out of 43 patients), the recurrence rate of varices was 14.0% (6 out of 43 patients), and the rate of severe complications was limited to 2.3% (1 out of 43 patients).Variceal embolization is a viable primary prophylactic intervention for cirrhotic patients who are at risk of variceal bleeding when standard treatments, such as NSBBs or endoscopic therapies, are difficult to perform.
目前,指南推荐使用非选择性β受体阻滞剂(NSBBs)或内镜疗法来预防高危静脉曲张患者的首次静脉曲张出血。然而,对于不能耐受非选择性β受体阻滞剂和内镜疗法的患者,目前还缺乏详细的治疗策略。我们的研究旨在评估静脉曲张栓塞术作为肝硬化患者一级预防方法的有效性和安全性,因为肝硬化患者不适合使用NSBBs或内窥镜治疗。这些患者于2020年1月至2022年6月期间在西京医院接受了静脉曲张栓塞治疗。静脉曲张栓塞术的成功率为93.0%(43名患者中有40名)。在为期两年的随访期间,静脉曲张出血率为11.6%(43名患者中有5名),静脉曲张复发率为14.0%(43名患者中有6名),严重并发症发生率仅为2.3%(43名患者中有1名)。对于有静脉曲张出血风险的肝硬化患者来说,当NSBB或内窥镜疗法等标准疗法难以实施时,静脉曲张栓塞术是一种可行的主要预防性干预措施。
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引用次数: 0
Atopic dermatitis in Ethiopian children: a multicenter study of clinical severity, characteristics, and sociodemographic factors 埃塞俄比亚儿童特应性皮炎:关于临床严重程度、特征和社会人口因素的多中心研究
Pub Date : 2024-07-15 DOI: 10.3389/fmed.2024.1410310
A. G. Kelbore, Wendemagegn Enbiale, Jacqueline M. Van wyk, Anisa Mosam
Atopic dermatitis (AD) is a chronic relapsing, pruritic, inflammatory skin disease. Assessing the characteristics and risk factors of severe AD is central to healthcare workers’ understanding and subsequent education of patients for the most optimal outcomes. The clinical characteristics are known to vary depending on populations and regions. AD has been well-documented in the global North in mainly Caucasian populations, while very few studies have been conducted on African patients residing in Africa. This study assessed the clinical characteristics, severity, and sociodemographic factors of children with AD in Southern Ethiopia.A hospital-based cross-sectional study was conducted among 461 children and their caregivers in four randomly selected hospitals in Southern Ethiopia from October 2022 to September 2023. A systematic sampling technique was used to enroll study participants. Clinical profile and sociodemographic data were collected by trained data collectors. The Scoring Atopic Dermatitis (SCORAD) index tool was used. The descriptive analysis was performed to characterize study participants. Univariate and ordinary logistic regression were used to identify factors associated with the SCORAD index score. The OR with 95% was used to show the strength of association, and a p-value of <0.05 was used to declare the level of significance.Out of 461 AD-diagnosed children, 212 (46%) were girls and 249 (54%) were boys. In the sample of pediatric patients, 149 (32.3%) exhibited mild AD, 231 (46.2%) presented with moderate, and 99 (21.5%) showed signs and symptoms of severe AD. All patients had itching. Dryness of skin, excoriation, and erythema, followed by lichenification, were the most observed signs. In the ordinary logistic regression model, age onset of the disease [AOR 95% CI 1.95 (1.3–2.94)], sex of caregiver or family [AOR 95% CI 0.61 (0.41–0.90)], family atopy history [AOR 95% CI 0.64 (0.44–0.93)], mother education status [95% CI 2.45 (1.1–5.47)], and use of herbal medication [AOR 95% CI 0.50 (0.33–0.79)] were significantly associated with the severity of AD.In this study, 68% of children were found to have moderate-to-severe AD. Early onset, maternal education, familial atopy history, sex of caregiver, and use of herbal medication were independent predictors of severe AD in children. We recommend further investigation into these variables for their potential to serve as markers to assess the severity of AD and improve the care and management of children with AD in Ethiopia.
特应性皮炎(AD)是一种慢性复发性、瘙痒性、炎症性皮肤病。评估严重特应性皮炎的特征和风险因素对于医护人员了解病情和随后教育患者以获得最佳治疗效果至关重要。众所周知,不同人群和地区的临床特征各不相同。在全球北方地区,注意力缺失症主要发生在高加索人群中,但针对居住在非洲的非洲患者的研究却寥寥无几。这项研究评估了埃塞俄比亚南部患有注意力缺失症的儿童的临床特征、严重程度和社会人口学因素。2022 年 10 月至 2023 年 9 月,研究人员在埃塞俄比亚南部随机选择的四家医院对 461 名儿童及其照顾者进行了一项基于医院的横断面研究。研究采用了系统抽样技术。经过培训的数据收集员负责收集临床概况和社会人口学数据。采用特应性皮炎(SCORAD)指数评分工具。对研究参与者的特征进行了描述性分析。采用单变量和普通逻辑回归来确定与 SCORAD 指数得分相关的因素。在461名确诊为注意力缺失症的儿童中,212名(46%)为女孩,249名(54%)为男孩。在抽样调查的儿童患者中,149人(32.3%)表现为轻度AD,231人(46.2%)表现为中度,99人(21.5%)表现为重度AD。所有患者都有瘙痒症状。皮肤干燥、脱屑和红斑是最常见的症状,其次是苔藓化。本研究发现,68%的儿童患有中重度AD。发病早、母亲受教育程度、家族过敏史、照顾者性别和使用草药是预测儿童重度注意力缺失症的独立因素。我们建议进一步研究这些变量,因为它们有可能成为评估自闭症严重程度的标记,并改善埃塞俄比亚自闭症儿童的护理和管理。
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引用次数: 0
Editorial: Emergency and critical care of severely injured patients 社论:重伤患者的急诊和重症护理
Pub Date : 2024-07-15 DOI: 10.3389/fmed.2024.1453497
Christian Waydhas, Frank Hildebrand, Liping Liu
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引用次数: 0
Listen to your heart: a critical analysis of popular cardiology podcasts 倾听心脏的声音:流行心脏病学播客评析
Pub Date : 2024-07-15 DOI: 10.3389/fmed.2024.1278449
Harish Kamalanathan, Lewis Hains, Stephen Bacchi, Wrivu N. Martin, A. Zaka, Flynn Slattery, J. Kovoor, Aashray K. Gupta, Peter Psaltis, P. Kovoor
Podcasts are an increasingly popular medium for medical education in the field of cardiology. However, evidence suggests that the quality of the information presented can be variable. The aim of our study was to assess the quality of the most popular cardiology podcasts on existing podcast streaming services, using tools designed to grade online medical education.We analyzed the five most recent episodes from 28 different popular cardiology podcasts as of 20th of September, 2022 using the validated rMETRIQ and JAMA scoring tools. The median podcast length was 20 min and most episodes were hosted by professors, subspecialty discussants or consultant physicians (87.14%). Although most episodes had only essential content (85%), only a small proportion of episodes provided detailed references (12.9%), explicitly identified conflicts of interest (30.7%), described a review process (13.6%), or provided a robust discussion of the podcast's content (13.6%). We observed no consistent relationship between episode length, seniority of host or seniority of guest speaker with rMETRIQ or JAMA scores.Cardiology podcasts are a valuable remote learning tool for clinicians. However, the reliability, relevance, and transparency of information provided on cardiology podcasts varies widely. Streamlined standards for evaluation are needed to improve podcast quality.
在心脏病学领域,播客是一种越来越受欢迎的医学教育媒介。然而,有证据表明,播客所提供信息的质量可能参差不齐。我们使用经过验证的 rMETRIQ 和 JAMA 评分工具,分析了截至 2022 年 9 月 20 日 28 个不同流行心脏病学播客中最近的五集。播客时长的中位数为 20 分钟,大多数播客由教授、亚专科讨论者或顾问医生主持(87.14%)。虽然大多数播客只有基本内容(85%),但只有一小部分播客提供了详细的参考文献(12.9%)、明确指出了利益冲突(30.7%)、描述了审查过程(13.6%)或对播客内容进行了深入讨论(13.6%)。我们观察到,播客集的长度、主持人的资历或嘉宾演讲者的资历与 rMETRIQ 或 JAMA 评分之间没有一致的关系。然而,心脏病学播客所提供信息的可靠性、相关性和透明度却参差不齐。需要简化评估标准以提高播客质量。
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引用次数: 0
Multiple human papillomavirus infection and high-grade cervical squamous intraepithelial lesions among women with human immunodeficiency virus: a systematic review and a meta-analysis 人类免疫缺陷病毒感染妇女中的多重人类乳头瘤病毒感染和高级别宫颈鳞状上皮内病变:系统综述和荟萃分析
Pub Date : 2024-07-15 DOI: 10.3389/fmed.2024.1403548
C. Cassani, M. Dominoni, Marianna Francesca Pasquali, Barbara Gardella, A. Spinillo
This study aimed to evaluate the prevalence of multiple high-risk (HR) human papillomavirus (HPV) infections in women with human immunodeficiency virus (HIV) compared to negative controls. This study also aimed to assess the impact of multiple HR-HPVs on the risk of high-grade squamous cervical lesions (HSILs) among women with HIV.We performed a systematic search of PubMed/Medline, Scopus, Cochrane databases, and ClinicalTrials.gov from 1 January 2004 to 30 June 2023, including screenings and clinical studies evaluating the rates and role of multiple HPV infections in squamous intraepithelial lesions (SILs). Three reviewers independently screened the abstracts of the selected studies and extracted data from full-text articles. The data were subsequently tabulated and compared for consistency. The bias associated with each included study was evaluated according to the OSQE method.Forty-seven studies meet definitive inclusion criteria. The quality of the observations was considered low in 26 of the included studies and moderate in 21 of the included studies. In comparative screening studies, the pooled prevalence of multiple HR-HPV was 39.1% (95% CI = 33.7–44.7) among women with (n = 1734) and 21.6% (95% CI = 17.3–26.1) in those without HIV infection (n = 912) (OR = 2.33, 95% CI = 1.83–2.97, I2 = 2.8%). The pooled ORs of HR-HPV multiple infections were similar in African (OR = 2.72, 95% CI = 1.89–3.9) and non-African countries (OR = 2.1, 95% CI = 1.46–3, p for difference = 0.96). Among women with HIV, the risk of HSIL diagnosed either by cytology or histology was higher among those with overall (OR = 2.62, 95% CI = 1.62–4.23) and HR multiple infections than those with single HPV infection (OR = 1.93, 95% CI = 1.51–2.46). Among women with HIV, the excess rates of multiple HPV infections and the excess risk of associated HSIL were consistent across studies including both HIV-naïve subjects and those on antiretroviral therapy, as well as in studies with different rates of immunocompromised women. When study quality (low vs. moderate) was used as a moderator, the results were unchanged.Multiple HR-HPV infections are common among women living with HIV and are associated with an increased prevalence of HSIL. These associations were also confirmed in studies with high rates of antiretroviral therapy and low rates of immunocompromise.Systematic Review Registration: PROSPERO [registration number: CRD42023433022].
本研究旨在评估与阴性对照组相比,感染人类免疫缺陷病毒(HIV)的女性中多重高危(HR)人类乳头瘤病毒(HPV)感染的流行率。我们对 2004 年 1 月 1 日至 2023 年 6 月 30 日期间的 PubMed/Medline、Scopus、Cochrane 数据库和 ClinicalTrials.gov 进行了系统检索,包括评估鳞状上皮内病变(SIL)中多种 HPV 感染率和作用的筛查和临床研究。三位审稿人独立筛选了所选研究的摘要,并从全文中提取了数据。随后将数据制成表格并进行比较,以确保数据的一致性。根据 OSQE 方法对每项纳入研究的相关偏倚进行了评估。其中 26 项研究的观察质量被认为较低,21 项研究的观察质量被认为中等。在对比筛查研究中,感染 HIV 的女性(n = 1734)和未感染 HIV 的女性(n = 912)中,多重 HR-HPV 的汇总患病率分别为 39.1%(95% CI = 33.7-44.7)和 21.6%(95% CI = 17.3-26.1)(OR = 2.33,95% CI = 1.83-2.97,I2 = 2.8%)。在非洲国家(OR = 2.72,95% CI = 1.89-3.9)和非非洲国家(OR = 2.1,95% CI = 1.46-3,差异 p = 0.96),HR-HPV 多重感染的汇总 ORs 相似。在感染艾滋病毒的妇女中,经细胞学或组织学诊断为HSIL的妇女中,整体感染(OR = 2.62,95% CI = 1.62-4.23)和HR多重感染的风险高于单一HPV感染的妇女(OR = 1.93,95% CI = 1.51-2.46)。在感染艾滋病病毒的妇女中,多项HPV感染的超常率和相关HSIL的超常风险在包括艾滋病病毒感染者和接受抗逆转录病毒治疗者在内的各项研究中以及在免疫力低下妇女比例不同的研究中都是一致的。多重HR-HPV感染在感染HIV的女性中很常见,并且与HSIL患病率的增加有关。这些关联在抗逆转录病毒治疗率高、免疫力低下率低的研究中也得到了证实:PROSPERO[注册号:CRD42023433022]。
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引用次数: 0
Evaluation of the blended public health empowerment program-basic field epidemiology in the Eastern Mediterranean Region 东地中海地区混合公共卫生赋权计划--基本实地流行病学评估
Pub Date : 2024-07-15 DOI: 10.3389/fmed.2024.1391219
R. Alsouri, Yousef Khader, Haitham Bashier, Mirwais Amiri, Sara Abdelkarim Morsy, Zainab Naseer Abbas, Zeina Elias Farah, M. Al Nsour
The COVID-19 pandemic encouraged the shift toward technology-based learning globally, impacting education systems profoundly. In response to this emerging need, the Eastern Mediterranean Public Health Network (EMPHNET) adapted its Public Health Empowerment Program-Basic Field Epidemiology (PHEP-BFE) to a Blended Learning Model. This study evaluates the Blended PHEP-BFE program in Iraq, Egypt, and Lebanon, focusing on participant reactions and learning outcomes.A descriptive evaluation was conducted, aligned with the first two levels of Kirkpatrick's model. Online questionnaires were administered to participants and facilitators through EMPHNET's Learning Management System (LMS). Qualitative and quantitative data were analyzed to assess program effectiveness, satisfaction, and challenges.A total of 138 PHEP-BFE participants (119 (86.2%) males and 19 (13.8%) females) from Iraq (n = 61), Egypt (n = 66), and Lebanon (n = 11) responded to the questionnaire. The majority of the participants (96.4%) reported that they were satisfied with PHEP-BFE. Notably, 77.5% of participants rated the blended learning program as very good or excellent, 18.1% rated it good, and 3.6% found it average, with a minimal 0.7% expressing dissatisfaction. The majority of participants agreed that the blended PHEP-BFE enhanced their capacity to conduct, review and monitor surveillance data (95.7%), perform descriptive data analysis (94.2%), effectively communicate information with agency staff and the local community (95.7%), write summaries of surveillance findings or outbreak investigations (95.7%), use MS Excel to enter, analyze, and display public health surveillance data (91.3%), prepare and administer an oral presentation for fieldwork (94.9%), and increase their knowledge of fundamental field epidemiology (94.9%). The participants responded positively to the program's content, training duration, learning platform, facilitators and mentors, and fieldwork.The study showcases the success of the blended PHEP-BFE in diverse contexts, emphasizing positive participant reactions and improved competencies. The evaluation underscores the program's success in advancing public health training in the EMR. Blended learning models prove promising for future FETP initiatives, contributing valuable insights to public health workforce development. Positive outcomes and identified challenges, provide a roadmap for continuous improvement.
COVID-19 大流行鼓励全球向基于技术的学习转变,对教育系统产生了深远影响。为满足这一新兴需求,东地中海公共卫生网络(EMPHNET)将其公共卫生赋权计划--基础现场流行病学(PHEP-BFE)调整为混合式学习模式。本研究对伊拉克、埃及和黎巴嫩的混合式 PHEP-BFE 计划进行了评估,重点关注参与者的反应和学习成果。通过 EMPHNET 的学习管理系统(LMS)对参与者和辅导员进行了在线问卷调查。来自伊拉克(n = 61)、埃及(n = 66)和黎巴嫩(n = 11)的 138 名 PHEP-BFE 学员(119 名男性(86.2%)和 19 名女性(13.8%))回答了问卷。大多数参与者(96.4%)对 PHEP-BFE 表示满意。值得注意的是,77.5%的参与者将混合式学习项目评为非常好或优秀,18.1%的参与者将其评为良好,3.6%的参与者认为一般,只有0.7%的参与者表示不满意。大多数学员认为,混合式 PHEP-BFE 提高了他们开展、审查和监测监测数据的能力(95.7%),进行描述性数据分析的能力(94.2%),与机构工作人员和当地社区有效沟通信息的能力(95.7%),撰写监测结果或疫情调查摘要的能力(95.7%),使用 MS Excel 输入、分析和显示公共卫生监测数据的能力(91.3%),准备和进行现场工作口头报告的能力(94.9%),以及增加现场流行病学基础知识的能力(94.9%)。学员们对课程内容、培训时间、学习平台、主持人和导师以及实地工作都给予了积极的评价。这项研究展示了混合式 PHEP-BFE 在不同环境下的成功,强调了学员的积极反应和能力的提高。这项评估强调了该计划在推进环境监测与报告中的公共卫生培训方面所取得的成功。混合式学习模式证明未来的 FETP 计划大有可为,为公共卫生人员队伍的发展提供了宝贵的见解。积极的成果和已发现的挑战为持续改进提供了路线图。
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引用次数: 0
Glucose-albumin ratio (GAR) as a novel biomarker of postoperative urinary tract infection in elderly hip fracture patients 葡萄糖-白蛋白比值 (GAR) 作为老年髋部骨折患者术后尿路感染的新型生物标志物
Pub Date : 2024-07-15 DOI: 10.3389/fmed.2024.1366012
Wei Wang, Wanyun Tang, Wei Yao, Qiaomei Lv, Wenbo Ding
Postoperative urinary tract infections (UTIs) worsen the prognosis of elderly patients with hip fractures. This study aimed to assess the predictive ability of blood-based biomarkers, specifically the glucose-albumin ratio (GAR), in predicting postoperative UTIs.A retrospective observational study of 1,231 patients from a Level I trauma center was conducted. We evaluated the prognostic and predictive value of 15 biomarkers, including the glucose-albumin ratio, in elderly patients with hip fractures. The primary outcome measure was the incidence of postoperative UTIs.The glucose to albumin ratio transformed into GAR was superior to any other biomarker in predicting postoperative UTIs in elderly hip fracture patients (AUC = 0.756, p < 0.001). Elevated GAR (using the best cut-off value of 0.18) was independently associated with postoperative UTIs (OR 3.20, 95% CI 2.23–4.58). Further analysis dividing GAR levels into four groups according to quartiles showed that compared to patients with GAR levels of Q1 (< 0.14), GAR levels of Q2 (0.14–0.17; OR 2.11, 95% CI 1.07–4.15), Q3 (0.17–0.21; OR 3.36, 95% CI 1.74–6.52) and Q4 (> 0.21; OR 7.55, 95% CI 3.84–14.83) patients had significantly higher odds of UTIs.GAR holds potential as a novel biomarker for predicting postoperative UTIs in elderly patients with hip fractures.
术后尿路感染(UTI)会恶化髋部骨折老年患者的预后。本研究旨在评估基于血液的生物标志物(尤其是葡萄糖-白蛋白比值(GAR))在预测术后UTI方面的预测能力。我们评估了包括葡萄糖-白蛋白比值在内的 15 种生物标志物对老年髋部骨折患者的预后和预测价值。在预测老年髋部骨折患者术后尿毒症方面,转化为 GAR 的葡萄糖与白蛋白比值优于其他任何生物标志物(AUC = 0.756,p < 0.001)。GAR 升高(使用最佳临界值 0.18)与术后 UTIs 独立相关(OR 3.20,95% CI 2.23-4.58)。根据四分位数将 GAR 水平分为四组的进一步分析显示,与 GAR 水平为 Q1(< 0.14)的患者相比,GAR 水平为 Q2(0.14-0.17;OR 2.11,95% CI 1.07-4.15)、Q3(0.17-0.21;OR 3.GAR有望成为预测老年髋部骨折患者术后UTI的新型生物标志物。
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Frontiers in Medicine
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