indicator

指标
  • 文章类型: Journal Article
    利什曼尼酶是由沙蝇传播的被忽视的疾病。它们不成比例地影响全球弱势群体。了解气候与疾病传播之间的关系可以为公共卫生政策和监测开发相关的决策支持工具。这项建模研究的目的是开发一种指标,该指标可在国家以下水平上跟踪欧洲利什曼原虫婴儿传播的气候适用性。
    沙蝇媒介的历史记录,人类利什曼病,生物气候指标,和环境变量被集成在机器学习框架(XGBoost)中,以预测过去两个时期(2001-2010年和2011-2020年)的适用性。我们进一步评估了预测是否与选定国家的人类和动物疾病数据相关(法国,希腊,意大利,葡萄牙,和西班牙)。
    检测到适合利什曼病的气候区域数量增加,特别是在南部和东部国家,再加上向中欧向北扩张。最终模型具有出色的预测能力(AUC=0.970[0.947-0.993]),适合性预测与利什曼原虫的人类利什曼病发病率和犬血清阳性率呈正相关。
    这项研究展示了如何将关键的流行病学数据与开源的气候和环境信息相结合,以开发出一种指标,该指标可以有效地跟踪气候适宜性和疾病风险的时空变化。模型预测与人类疾病发病率之间的正相关表明,该指标可以帮助将利什曼病监测目标定位到传播热点。
    欧盟地平线欧洲研究与创新计划(欧洲气候-健康集群),英国研究与创新。
    UNASSIGNED: Leishmaniases are neglected diseases transmitted by sand flies. They disproportionately affect vulnerable groups globally. Understanding the relationship between climate and disease transmission allows the development of relevant decision-support tools for public health policy and surveillance. The aim of this modelling study was to develop an indicator that tracks climatic suitability for Leishmania infantum transmission in Europe at the subnational level.
    UNASSIGNED: Historical records of sand fly vectors, human leishmaniasis, bioclimatic indicators, and environmental variables were integrated in a machine learning framework (XGBoost) to predict suitability in two past periods (2001-2010 and 2011-2020). We further assessed if predictions were associated with human and animal disease data from selected countries (France, Greece, Italy, Portugal, and Spain).
    UNASSIGNED: An increase in the number of climatically suitable regions for leishmaniasis was detected, especially in southern and eastern countries, coupled with a northward expansion towards central Europe. The final model had excellent predictive ability (AUC = 0.970 [0.947-0.993]), and the suitability predictions were positively associated with human leishmaniasis incidence and canine seroprevalence for Leishmania.
    UNASSIGNED: This study demonstrates how key epidemiological data can be combined with open-source climatic and environmental information to develop an indicator that effectively tracks spatiotemporal changes in climatic suitability and disease risk. The positive association between the model predictions and human disease incidence demonstrates that this indicator could help target leishmaniasis surveillance to transmission hotspots.
    UNASSIGNED: European Union Horizon Europe Research and Innovation Programme (European Climate-Health Cluster), United Kingdom Research and Innovation.
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  • 文章类型: Journal Article
    这项研究涵盖了一个小的,浅湖,密集用于娱乐(帆船,旅游服务和港口基础设施)。这项研究旨在确定底部沉积物的空间分异和五个区域中磷的释放潜力。主要在娱乐类型上有所不同,深度,直接集水管理,海岸线管理和大型植物的存在。研究结果用于提出保护和修复措施,以改善研究湖泊的水质。该研究的创新点是对底部沉积物的详细分析,除了来自流域和游客压力的外部负荷之外,这可能是一个重要的污染源,在这个生态系统的计划管理中。对底部沉积物的理化性质的检查显示,内部磷负荷的组成和潜力均有明显变化。深落带的沉积物,观察到最多的划船活动,连同船只停靠的浅层区域(系泊区)的沉积物,向底层水域提供磷的潜力最大。沉积物中最高的总磷(TP)浓度(高达1.32mgPg-1DW)和流动性最强的馏分含量(高达33%)证明了这一事实。与码头相关的其他区域,燃料区,支流和运河不是生态系统的重要磷来源。基于以上结果,提出了一种从底部区域去除底部沉积物的修复方法,支持,当然,通过在集水区采取保护措施(维持湖泊周围的缓冲区并限制支流水域的污染物流入)。具有可持续旅游压力的拟议措施应改善水质,从而有助于保护这一宝贵的自然景观。
    The study covered a small, shallow lake, intensively used for recreation (sailing, tourist services and port infrastructure). This study aimed to determine the spatial differentiation of bottom sediments and the potential for phosphorus release in five zones, differing mainly in the type of recreation, depth, direct catchment management, shoreline management and macrophyte presence. The results were used to propose protective and restoration measures to improve the water quality of the studied lake. The innovation in the study was the detailed analysis of bottom sediments, which can be a significant source of pollution besides the external load from the catchment and tourist pressure, in the planned management of this ecosystem. Examination of the physicochemical properties of the bottom sediments showed a clear variation in both composition and potential for internal phosphorus loading. The sediments from the profundal zone, where the most boating activity was observed, together with the sediments from the shallow zone where the boats dock (mooring zone), had the highest potential to supply phosphorus to the bottom waters. This fact was demonstrated by the highest total phosphorus (TP) concentrations in sediments (up to 1.32 mgPg-1 DW) and the content of the most mobile fractions (up to 33%). The other zones associated with the marina, fuel zone, tributary and canal were not significant sources of phosphorus to the ecosystem. Based on the above results, a restoration method involving the removal of bottom sediments from the bottom zone was proposed, supported, of course, by protective measures in the catchment (maintaining a buffer zone around the lake and limiting the inflow of pollutants with tributary waters). The proposed measures with sustainable tourist pressure should improve water quality and thus contribute to protecting this valuable natural landscape.
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  • 文章类型: Journal Article
    背景:及时识别无效的再通可能会使血栓切除术后患者迅速做出反应并改善预后。这项研究旨在评估术后血糖升高(BGI)是否可以作为成功接受血栓切除术的患者无效再通的指标。
    方法:这是一个单中心,回顾性分析2019年2月至2022年6月前循环大血管闭塞并成功取栓的患者.BGI被定义为术后第一个早晨的血糖水平高于入院时。Futtile再通定义为发病后90天改良Rankin量表评分为3-6的患者。多变量二元逻辑回归用于评估BGI与无效再通的关联。
    结果:共纳入276例患者,其中120例患者(43.5%)患有BGI。与没有BGI的患者相比,Futtile再通在BGI患者中更为普遍(70.0vs.49.4%,P=0.001)。在调整了潜在的混杂因素后,BGI与无效再通的可能性较高相关(校正OR:2.97,95CI:1.50-5.86,P=0.002)。无论糖尿病史如何,这种关联始终被观察到。闭塞部位,从症状发作到腹股沟穿刺的时间,或再灌注状态。
    结论:我们的研究结果支持BGI作为前循环大血管闭塞和成功取栓患者无效再通的指标。
    BACKGROUND: Timely recognition of futile recanalization might enable a prompt response and an improved outcome in post-thrombectomy patients. This study aims to evaluate whether postoperative blood glucose increase (BGI) could act as an indicator of futile recanalization in patients receiving a successful thrombectomy.
    METHODS: This is a single-center, retrospective analysis of patients with anterior circulation large-vessel occlusion and successful thrombectomy between February 2019 and June 2022. BGI was defined as a higher level of blood glucose at the first postoperative morning than at admission. Futile recanalization was defined as patients with a modified Rankin Scale score of 3-6 at 90 days after onset. Multivariable binary logistic regression was used to assess the association of BGI with futile recanalization.
    RESULTS: A total of 276 patients were enrolled, amongst which 120 patients (43.5%) had BGI. Futile recanalization was more prevalent among patients with BGI compared to those without (70.0 vs. 49.4%, P = 0.001). After adjusting for potential confounders, BGI was associated with a higher likelihood of futile recanalization (adjusted OR: 2.97, 95%CI: 1.50-5.86, P = 0.002). This association was consistently observed regardless of diabetes history, occlusion site, time from symptom onset to groin puncture, or reperfusion status.
    CONCLUSIONS: Our findings support BGI serving as an indicator of futile recanalization in patients with anterior circulation large-vessel occlusion and successful thrombectomy.
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  • 文章类型: Journal Article
    皱胃向右移位(RDA)是奶牛经常遇到的常见情况,这需要紧急手术矫正。患者的生存主要取决于早期诊断和及时治疗,但文献中已经讨论了影响结果的其他因素。这项研究的目的是确定术前临床,血液学,以及与RDA或鼻孔扭转(AV)奶牛预后相关的术中参数。这项回顾性研究包括在兽医教学医院住院6年并诊断为RDA或AV的患者。共有234头牛被包括在内,其中193人在治疗后出院,因此被归类为幸存者。相比之下,41例患者在手术期间或手术后死亡或被安乐死,并被归类为非幸存者。非幸存者表现出更严重的脱水,更高的心率,低钠,以及与幸存者相比,手术前血液中的L-乳酸和磷浓度更高。手术期间,与幸存者相比,非幸存者的皱胃明显扩张和扭曲的频率更高.此处显示的结果可以促进早期识别预后不良的动物,需要更多的围手术期和术后护理。
    The displacement of the abomasum to the right (RDA) is a common condition regularly encountered in dairy cows, which requires urgent surgical correction. The survival of the patient primarily depends on early diagnosis and timely treatment, but other factors contributing to the outcome have been discussed in the literature. The objective of this study was to identify preoperative clinical, hematological, as well as intraoperative parameters that are associated with the prognosis of cows with RDA or abomasal volvulus (AV). This retrospective study included patients admitted to a veterinary teaching hospital over a period of 6 years with a diagnosis of RDA or AV. A total of 234 cows were included, of which 193 were discharged after treatment and thus classified as survivors. In contrast, 41 cases died or were euthanized during or after surgery and were categorized as non-survivors. Non-survivors showed more severe dehydration, higher heart rate, lower sodium, as well as higher L-lactate and phosphorus concentration in their blood prior to surgery compared with the survivors. During surgery, the abomasum of non-survivors was markedly dilated and twisted more frequently than in survivors. The results presented here can facilitate the early identification of animals with poor prognosis requiring more intensive peri- and postoperative care.
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  • 文章类型: Journal Article
    人口增长的压力导致需要保护,填海,恢复受损土地的生产力,有益的健康用途。这项调查的目的是1)将能源部(DOE)橡树岭保护区(ORR)的土地覆盖与周边地区进行比较,2)选择评价ORR生态资源保护的指标,3)开发和实施一种方法,使用国家土地覆盖数据库(NLCD)将ORR指标的数量与区域进行比较。数据表明,ORR的森林占比较高(落叶,针叶树,混合)比ORR周围的10公里和30公里区域,表明正在履行保护生态和环境的义务。研究结果还表明,ORR的内部森林比30公里缓冲区的内部森林更分散,建议DOE和其他土地的管理者在开发土地或规划道路时需要考虑完整的内部森林的重要性。该研究描述了特定生态参数的基础,例如内部森林,在规划和执行修复时需要考虑的重要因素。restoration,和其他管理行动。
    Pressure from expanding populations has resulted in a need for protection, reclamation, and restoration of damaged land to productive, beneficial health uses. The objective of this investigation was to 1) compare land cover on the Department of Energy (DOE) Oak Ridge Reservation (ORR) with the surrounding region, 2) select an indicator to evaluate ORR\'s protection of ecological resources, and 3) develop and implement a method to compare the amount of the indicator on ORR with the regions using National Land Cover Database (NLCD). Data demonstrated that ORR has a higher % of forests (deciduous, coniferous, mixed) than the 10 km and 30 km areas surrounding ORR, suggesting that obligations are being met to protect the ecology and environment. The findings also indicate that the interior forest at ORR is fragmented more than is the interior forest in the 30 km buffer zone, suggesting a need for DOE and managers of other lands to take into consideration the importance of intact interior forest when developing land or planning roads. The study describes the basis for specific ecological parameters such as interior forest that are important to consider when planning and executing remediation, restoration, and other management actions.
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  • 文章类型: Journal Article
    浮游植物是淡水生态系统中必不可少的初级生产者。然而,由于富营养化导致的浮游植物过度生长显着威胁生态,经济,和公共卫生。因此,浮游植物的识别和量化对于了解淡水生态系统的生产力和健康以及浮游植物过度生长(例如蓝藻水华)对公共卫生的影响至关重要。显微镜是浮游植物评估的黄金标准,但耗时,吞吐量低,需要丰富的浮游植物形态研究经验。定量聚合酶链反应(qPCR)是准确和简单的高通量。此外,qPCR不需要浮游植物形态学方面的专业知识。因此,qPCR可以是浮游植物分子鉴定和计数的有用替代方法。尽管如此,缺少一项综合研究,该研究评估和比较了使用qPCR和显微镜评估淡水中浮游植物的可行性。这项研究1)比较了qPCR和显微镜在识别和定量浮游植物方面的性能,2)评估了qPCR作为评估浮游植物并指示富营养化的分子工具。我们使用qPCR和显微镜评估了2017年、2018年和2019年夏初至秋末美国12条大型淡水河流中的浮游植物。qPCR和基于显微镜的浮游植物丰度具有显着的正线性相关(调整后的R2=0.836,p值<0.001)。在每个采样季节和研究的三年中,浮游植物的丰度在时间上的变化有限。中大陆河流的采样点的浮游植物丰度高于东部和西部河流。例如,芽孢杆菌的浓度(几何平均值),蓝细菌,绿藻门,中部河流采样点的鞭毛虫大约是西部河流采样点的三倍,大约是东部河流采样点的18倍。韦尔奇的方差分析表明,中大陆河流采样点的浮游植物丰度明显高于东部河流采样点(p值=0.013),但与西部河流采样点的浮游植物丰度相当(p值=0.095)。中部河流采样点的浮游植物丰度较高,大概是因为这些河流的富营养化程度更高。的确,低浮游植物丰度发生在贫营养或低营养位点,而富营养化地点的浮游植物丰度更大。这项研究表明,基于qPCR的浮游植物丰度可以成为淡水河流营养条件和水质的有用数字指标。
    Phytoplankton is the essential primary producer in fresh surface water ecosystems. However, excessive phytoplankton growth due to eutrophication significantly threatens ecologic, economic, and public health. Therefore, phytoplankton identification and quantification are essential to understanding the productivity and health of freshwater ecosystems as well as the impacts of phytoplankton overgrowth (such as Cyanobacterial blooms) on public health. Microscopy is the gold standard for phytoplankton assessment but is time-consuming, has low throughput, and requires rich experience in phytoplankton morphology. Quantitative polymerase chain reaction (qPCR) is accurate and straightforward with high throughput. In addition, qPCR does not require expertise in phytoplankton morphology. Therefore, qPCR can be a useful alternative for molecular identification and enumeration of phytoplankton. Nonetheless, a comprehensive study is missing which evaluates and compares the feasibility of using qPCR and microscopy to assess phytoplankton in fresh water. This study 1) compared the performance of qPCR and microscopy in identifying and quantifying phytoplankton and 2) evaluated qPCR as a molecular tool to assess phytoplankton and indicate eutrophication. We assessed phytoplankton using both qPCR and microscopy in twelve large freshwater rivers across the United States from early summer to late fall in 2017, 2018, and 2019. qPCR- and microscope-based phytoplankton abundance had a significant positive linear correlation (adjusted R2 = 0.836, p-value < 0.001). Phytoplankton abundance had limited temporal variation within each sampling season and over the three years studied. The sampling sites in the midcontinent rivers had higher phytoplankton abundance than those in the eastern and western rivers. For instance, the concentration (geometric mean) of Bacillariophyta, Cyanobacteria, Chlorophyta, and Dinoflagellates at the sampling sites in the midcontinent rivers was approximately three times that at the sampling sites in the western rivers and approximately 18 times that at the sampling sites in the eastern rivers. Welch\'s analysis of variance indicates that phytoplankton abundance at the sampling sites in the midcontinent rivers was significantly higher than that at the sampling sites in the eastern rivers (p-value = 0.013) but was comparable to that at the sampling sites in the western rivers (p-value = 0.095). The higher phytoplankton abundance at the sampling sites in the midcontinent rivers was presumably because these rivers were more eutrophic. Indeed, low phytoplankton abundance occurred in oligotrophic or low trophic sites, whereas eutrophic sites had greater phytoplankton abundance. This study demonstrates that qPCR-based phytoplankton abundance can be a useful numerical indicator of the trophic conditions and water quality in freshwater rivers.
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  • 文章类型: Journal Article
    目的:探讨内镜下鼓室成形术和鼓室切除术对胆脂瘤患者的听力学结果是否令人满意。
    方法:这是一项对83例胆脂瘤患者的回顾性研究,这些患者在2019年至2021年之间接受了内镜鼓室成形术和鼓室切除术。进行术前和术后的听力学评估。评价方法包括空气传导(AC)、骨传导(BC),和空气-骨间隙(ABG)程序。
    结果:83例患者被纳入研究,所有患者均接受了内镜鼓室成形术和鼓室切除术。47例患者术后ABG≤20dB(59.49%)。测试的频率包括低频(LF),中频(MF),高频(HF),和纯音平均(PTA)。手术后所有三个听力学参数在每个频率下均显着降低(P<0.05),除BC-LF外(P>0.05)。术前、术后听力所占比例差异有统计学意义(P<0.05)。此外,AC的变化,BC,ABG与术前AC呈线性关系,BC,ABG。最后,术后ABG-PTA根据术前stapes骨上层结构的不同而表现不同(目前:15.81±11.23dB,缺失:22.94±12.20dB,P=0.009)。
    结论:我们对经内镜鼓室成形术和鼓室乳突切除术的研究为胆脂瘤患者提供了完整的听力学结果。它有一个积极的手术成功率和改善AC,BC,和ABG在除BC-LF以外的每个频率。此外,由于这些程序,AC-LF和AC-MF比AC-HF改善到更大的程度。此外,线性回归分析显示,术前ABG-PTA是最有效的手术听力学指标.同样,stapes骨上层结构的术前状况被证明是听力结果最有效的解剖学指标。
    OBJECTIVE: To investigated whether endoscopic tympanoplasty and tympanomastoidectomy could present satisfying audiological outcomes for cholesteatoma patients.
    METHODS: This was a retrospective study of 83 patients with cholesteatoma who underwent endoscopic tympanoplasty and tympanomastoidectomy between 2019 and 2021. The preoperative and postoperative audiological evaluations were performed. The evaluation methods included air conduction (AC), bone conduction (BC), and air-bone gap (ABG) procedures.
    RESULTS: Eighty-three patients were included in the study, all of whom underwent endoscopic tympanoplasty and tympanomastoidectomy. Forty-seven patients presented postoperative ABG≤20 dB (59.49%). The frequencies tested included low-frequency (LF), middle-frequency (MF), high-frequency (HF), and pure-tone average (PTA). All three audiological parameters significantly decreased after surgery (P < 0.05) at every frequency, except for BC-LF (P > 0.05). There were also significant differences between the preoperative and postoperative proportions of degree of hearing (P < 0.05). Additionally, shifts in AC, BC, and ABG were linearly related to preoperative AC, BC, and ABG. Lastly, postoperative ABG-PTA presented differently depending on preoperative stapes superstructure conditions (present: 15.81 ± 11.23 dB, absent: 22.94 ± 12.20 dB, P = 0.009).
    CONCLUSIONS: Our study of endoscopic tympanoplasty and tympanomastoidectomy presented complete audiological outcomes for cholesteatoma patients. It had a positive surgery success rate and improved AC, BC, and ABG at every frequency except BC-LF. Additionally, AC-LF and AC-MF improved to a greater degree than AC-HF due to these procedures. Moreover, the linear regression analyses demonstrated that preoperative ABG-PTA was the most efficient audiological indicator for surgery. Likewise, the preoperative condition of the stapes superstructure was proved to be the most efficient anatomical indicator for hearing outcomes.
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  • 文章类型: Clinical Trial Protocol
    背景:胰腺切除术是世界范围内治疗各种良性和恶性疾病的重要外科领域。术后胰瘘(POPF)仍然是胰腺部分切除术后常见和严重的并发症,影响多达50%的患者。POPF增加死亡率,延长术后住院时间,并带来重大经济负担.尽管有各种科学方法和临床策略,尚不可能开发有效的预防工具。SmartPAN指示器是第一个可以直接观察手术期间胰腺渗漏的医疗设备。应用于胰腺组织表面,它通过颜色反应检测生化泄漏的部位,从而指导有效关闭并潜在地缓解POPF的发展。
    方法:ViP试验是一项前瞻性单臂试验,单中心在人体研究中首先收集可用性数据并确认SmartPAN的安全性。共有35名计划进行部分胰腺切除术的患者将被纳入试验,并在索引手术后30天进行随访。可用性终点,如遵守协议和手术外科医生的评估,以及安全参数,包括主要的术中和术后并发症,特别是POPF的开发,将被分析。
    背景:遵循IDEAL-D(想法,发展,探索,评估,以及器械开发和外科创新的长期研究)体外临床前医疗器械开发框架,猪体内,和人体离体研究已经证明了可行性,SmartPAN的有效性和安全性。经市场批准,ViP试验是在临床环境中研究SmartPAN的IDEALI期试验.该研究已获得当地伦理委员会的批准,因为该设备仅在其预期用途内使用。结果将发表在同行评审的期刊上。该研究将为未来的随机对照介入试验提供基础,以确认SmartPAN的临床疗效。
    背景:德国临床试验注册DRKS00027559,于2022年3月4日注册。
    Pancreatic resections are an important field of surgery worldwide to treat a variety of benign and malignant diseases. Postoperative pancreatic fistula (POPF) remains a frequent and critical complication after partial pancreatectomy and affects up to 50% of patients. POPF increases mortality, prolongs the postoperative hospital stay and is associated with a significant economic burden. Despite various scientific approaches and clinical strategies, it has not yet been possible to develop an effective preventive tool. The SmartPAN indicator is the first surgery-ready medical device for direct visualisation of pancreatic leakage already during the operation. Applied to the surface of pancreatic tissue, it detects sites of biochemical leak via colour reaction, thereby guiding effective closure and potentially mitigating POPF development.
    The ViP trial is a prospective single-arm, single-centre first in human study to collect data on usability and confirm safety of SmartPAN. A total of 35 patients with planned partial pancreatectomy will be included in the trial with a follow-up of 30 days after the index surgery. Usability endpoints such as adherence to protocol and evaluation by the operating surgeon as well as safety parameters including major intraoperative and postoperative complications, especially POPF development, will be analysed.
    Following the IDEAL-D (Idea, Development, Exploration, Assessment, and Long term study of Device development and surgical innovation) framework of medical device development preclinical in vitro, porcine in vivo, and human ex vivo studies have proven feasibility, efficacy and safety of SmartPAN. After market approval, the ViP trial is the IDEAL Stage I trial to investigate SmartPAN in a clinical setting. The study has been approved by the local ethics committee as the device is used exclusively within its intended purpose. Results will be published in a peer-reviewed journal. The study will provide a basis for a future randomised controlled interventional trial to confirm clinical efficacy of SmartPAN.
    German Clinical Trial Register DRKS00027559, registered on 4 March 2022.
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  • 文章类型: Journal Article
    UNASSIGNED: The World Health Organization Office for the Eastern Mediterranean Region (WHO/EMRO), and the recently created palliative care experts network for the Eastern Mediterranean Region (EMR), decided to develop region-specific indicators for monitoring national palliative care development in the Region.
    UNASSIGNED: To identify relevant and feasible macro-indicators for palliative care development for the EMR.
    UNASSIGNED: Palliative care experts from the EMR were nominated and invited to complete a 2-round Delphi study to rate macro-indicators from previous studies and propose new ones based on the EMR regional characteristics. All indicators were assessed according to regional relevance (R) and feasibility (F). A content validity index (CVI) was calculated. Indicators with CVI ≥ 0.7/1, and scoring ≥ 7/9 for the R and F averages were selected.
    UNASSIGNED: Twelve of the 22 countries in the Region were represented in the study. In the first round, 11 indicators were selected and 13 new ones proposed. In the second round, 15 indicators matched R, F and CVI criteria. Top-scored indicators were: existence of a current national palliative care strategy (R = 8, F = 8, CVI = 1); ratio of specialized services (for adults and children) in the country per population (R = 8, F = 7, CVI = 1); allocation of funds for palliative care in the national health budget by the Ministry of Health or equivalent government agency (R = 8, F = 6, CVI = 1); education for prequalification of doctors/nurses (R = 8, F = 8, CVI = 0.9); and availability of morphine and other strong opioids (R =8, F = 8, CVI= 0.9).
    UNASSIGNED: A baseline set of 15 region-specific indicators for measuring the development of palliative care were validated by experts in the EMR.
    مؤشرات كلية خاصة بإقليم شرق المتوسط لتطوير الرعاية الملطّفة في: دراسة بأسلوب دلفي.
    ميجيل سانشيز كارديناس، إدواردو جارالدا، داني فان ستيجن، نسيم بورغازيان، سليم سلامة، ماري شارلوت بوسو، كارلوس سينتينو وشبكة خبراء الرعاية الملطِّفة لاقليم شرق المتوسط.
    UNASSIGNED: إن مكتب منظمة الصحة العالمية لإقليم شرق المتوسط وشبكة خبراء الرعاية الملطِّفة لإقليم شرق المتوسط، التي أُنشئت مؤخرًا، قد قررا وضع مؤشرات خاصة بالإقليم لرصد تطوير الرعاية الملطِّفة في الإقليم.
    UNASSIGNED: هدفت هذه الدراسة الى تحديد المؤشرات الكلية المهمة والمجدية لتطوير الرعاية الملطِّفة في إقليم شرق المتوسط.
    UNASSIGNED: جرى ترشيح خبراء في الرعاية الملطِّفة من إقليم شرق المتوسط، ودعوتهم إلى استكمال دراسة بأسلوب دلفي مكونة من جولتين، لتقييم المؤشرات الكلية من الدراسات السابقة، واقتراح مؤشرات جديدة، استنادًا إلى الخصائص الإقليمية لإقليم شرق المتوسط. وجري تقييم جميع المؤشرات حسب الأهمية الإقليمية (R) والجدوى (F). كذلك جرى حساب مؤشر صحة المحتوى (CVI). ووقع الاختيار على مؤشرات ذات صحة محتوى (CVI) تبلغ ≥ 1/0.7، وتحقق ≥ 9/7 كمتوسط على مستوى الأهمية الإقليمية (R) والجدوى (F).
    UNASSIGNED: شارك في هذه الدراسة اثنا عشر بلدًا من بلدان الإقليم البالغ عددها 22 بلدًا. وشهدت الجولة الأولى اختيار 11 مؤشرًا واقتراح 13 مؤشرًا جديدًا. أما في الجولة الثانية، فقد جرى الوقوف على 15 مؤشرًا مطابقًا لمعايير الأهمية الإقليمية (R) والجدوى (F) وصحة المحتوى (CVI). والمؤشرات التي حصلت على أعلى الدرجات هي ما يلي: وجود استراتيجية وطنية حالية للرعاية الملطِّفة (الأهمية الإقليمية (R) = 8، الجدوى (F) = 8، صحة المحتوى (CVI) = 1)؛ ونسبة الخدمات المتخصصة (للبالغين والأطفال) في البلد لكل مجموعة سكانية (الأهمية الإقليمية (R) = 8، الجدوى (7) = 8، صحة المحتوى (CVI) = 1)؛ وتخصيص أموال للرعاية الملطِّفة في ميزانية الصحة الوطنية التي تضعها وزارة الصحة أو وكالة حكومية مكافئة (الأهمية الإقليمية (R) = 8، الجدوى (F) = 6، صحة المحتوى (CVI) = 1)؛ تثقيف الأطباء/ الممرضات بشأن الاختبار المسبق للصلاحية (الأهمية الإقليمية (R) = 8، الجدوى (F) = 8، صحة المحتوى (CVI) = 0.9)؛ وتوفر المورفين والمواد الأفيونية القوية الأخرى (الأهمية الإقليمية (R) = 8، الجدوى (F) = 8، صحة المحتوى (CVI) = 0.9).
    UNASSIGNED: تحقق الخبراء في إقليم شرق المتوسط من مجموعة أساسية تتألف من 15 مؤشرًا خاصًّا بالإقليم لتقدير تطوير الرعاية الملطِّفة.
    Macro-indicateurs spécifiques à la Région pour la mise en place de soins palliatifs dans la Région de la Méditerranée orientale : étude Delphi.
    UNASSIGNED: Le Bureau régional de l\'Organisation mondiale de la Santé (OMS) pour la Méditerranée orientale et le réseau d\'experts des soins palliatifs récemment créé dans la Région ont décidé de mettre au point des indicateurs spécifiques à la Région pour suivre les progrès qui y sont réalisés en matière de soins palliatifs au niveau des pays.
    UNASSIGNED: Identifier des macro-indicateurs pertinents et réalisables pour la mise en place des soins palliatifs dans la Région de la Méditerranée orientale.
    UNASSIGNED: Des experts en soins palliatifs de la Région de la Méditerranée orientale ont été désignés et invités à participer à une étude Delphi à deux tours pour évaluer les macro-indicateurs des études précédentes et en proposer de nouveaux en fonction des caractéristiques régionales pour la Méditerranée orientale. Tous les indicateurs ont été évalués en fonction de leur pertinence (P) et de leur faisabilité (F) au niveau régional. Un indice de validité du contenu (IVC) a été calculé. Les indicateurs ayant un indice de validité de contenu supérieur ou égal à 0,7/1, et un score supérieur ou égal à 7/9 pour les moyennes P et F ont été sélectionnés.
    UNASSIGNED: Douze des 22 pays de la Région étaient représentés dans l\'étude. Lors du premier tour, 11 indicateurs ont été sélectionnés et 13 nouveaux indicateurs ont été proposés. Lors du second tour, 15 indicateurs correspondaient aux critères P, F et IVC. Les indicateurs les mieux notés étaient les suivants : existence d\'une stratégie nationale au moment de l\'étude pour les soins palliatifs (P = 8, F = 8, IVC = 1) ; ratio de services spécialisés (pour adultes et enfants) dans le pays par population (P = 8, F = 7, IVC = 1) ; allocation de fonds pour les soins palliatifs dans le budget national de la santé par le ministère de la Santé ou une institution gouvernementale équivalente (P = 8, F = 6, IVC = 1) ; formation pour la préqualification des médecins/infirmiers (P = 8, F = 8, IVC = 0,9) ; et disponibilité de morphine et d\'autres opioïdes puissants (P = 8, F = 8, IVC = 0,9).
    UNASSIGNED: Un ensemble de référence de 15 indicateurs spécifiques à la Région pour mesurer la progression des soins palliatifs a été validé par des experts de la Région de la Méditerranée orientale.
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  • 文章类型: Journal Article
    我们的目标是开发一个机器学习模型,使用从连接的自动注射器设备和治疗前3个月的早期指标捕获的真实世界数据,预测生长障碍患者对重组人生长激素(r-hGH)的次优依从性。
    在开始使用连接的自动注射器装置(easypod™)的儿童(年龄<18岁)中评估了对r-hGH治疗的依从性,并传输≥12个月的注射数据。治疗开始后3、6或9个月的依从性分为最佳(≥85%)与次优(<85%)。采用Logistic回归和基于树的模型。
    来自10,929名儿童的数据显示,前3个月依从性均值和标准差的随机森林模型,不频繁的数据传输,不改变某些舒适设置,并且在年龄较大时开始治疗对于预测接下来的3,6或9个月内出现依从性欠佳的风险很重要.敏感性介于0.72和0.77之间,特异性介于0.80和0.81之间。
    对于作者的知识,这是首次尝试将机器学习模型集成到数字健康生态系统中,以帮助医疗保健提供者识别在接下来的3,6或9个月内存在r-hGH依从性次优风险的患者.这些信息,与患者特定的次优依从性指标一起,可用于为有风险的患者及其护理人员提供支持,以实现最佳的依从性,随后,改善临床结果。
    Our aim was to develop a machine learning model, using real-world data captured from a connected auto-injector device and from early indicators from the first 3 months of treatment, to predict sub-optimal adherence to recombinant human growth hormone (r-hGH) in patients with growth disorders.
    Adherence to r-hGH treatment was assessed in children (aged < 18 years) who started using a connected auto-injector device (easypod™), and transmitted injection data for ≥ 12 months. Adherence in the following 3, 6, or 9 months after treatment start was categorized as optimal (≥ 85%) versus sub-optimal (< 85%). Logistic regression and tree-based models were applied.
    Data from 10,929 children showed that a random forest model with mean and standard deviation of adherence over the first 3 months, infrequent transmission of data, not changing certain comfort settings, and starting treatment at an older age was important in predicting the risk of sub-optimal adherence in the following 3, 6, or 9 months. Sensitivities ranged between 0.72 and 0.77, and specificities between 0.80 and 0.81.
    To the authors\' knowledge, this is the first attempt to integrate a machine learning model into a digital health ecosystem to help healthcare providers to identify patients at risk of sub-optimal adherence to r-hGH in the following 3, 6, or 9 months. This information, together with patient-specific indicators of sub-optimal adherence, can be used to provide support to at-risk patients and their caregivers to achieve optimal adherence and, subsequently, improve clinical outcomes.
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