Cascade model

级联模型
  • 文章类型: Journal Article
    简介:文化因素被证明与创伤后应激的发展和表达特别相关。最近,创伤的文化脚本的概念已经被引入,这表明创伤后遗症因素可能与文化因素有顺序联系并特别相关。此外,提出了一种级联模型,包括创伤暴露,人口特征,文化归属,创伤相关价值取向是创伤后发展的影响因素。该网络项目的目的是调查导致创伤后压力表达的文化心理因素。方法:本网络项目实施混合方法方法,将在5个不同的研究地点进行,包括瑞士,以色列,格鲁吉亚,中国,和东非。在子研究I中,将开发创伤压力清单(CSTIs)的文化脚本。这些量表为每个文化群体提供了一系列创伤后遗症元素。为此,将使用定性研究方法对创伤幸存者和创伤专家的焦点小组进行分析。子研究II对CSTI进行了验证分析,并对文化级联模型进行了实证研究。这种定量方法将包括经历创伤生活事件的更大样本。讨论:这一贡献是及时的,丰富了创伤和文化的知识。该网络项目的未来出版物将从文化角度解决创伤后遗症,并提供诊断和心理治疗意义。
    本文提出了一个网络项目,调查创伤后后遗症中的文化因素。该网络项目包括定性和定量方法的创新研究设计。介绍了文化临床心理学领域的新进展,包括创伤的文化脚本和创伤后症状表达中文化因素的级联模型。
    Introduction: Cultural factors were shown to be particularly relevant for the development and expression of posttraumatic stress. Recently, the concept of cultural scripts of trauma has been introduced, which proposes that trauma sequelae elements may be sequentially linked and specifically associated with cultural factors. Furthermore, a cascade model is proposed, including trauma exposure, demographic characteristics, cultural affiliation, and trauma-related value orientations as influencing factors of posttraumatic development. The purpose of this Network Project is to investigate cultural psychological factors that contribute to the expression of posttraumatic stress.Methods: The present Network Project implements a mixed methods approach and will be conducted in 5 different study sites, including Switzerland, Israel, Georgia, China, and East Africa. In sub-study I, the cultural scripts of traumatic stress inventories (CSTIs) will be developed. These scales provide a pool of trauma sequelae elements for each cultural group. For this purpose, focus groups with trauma survivors and trauma experts will be conducted and analysed using qualitative research methods. Sub-study II implements a validation analysis of the CSTIs and the empirical investigation of a cultural cascade model. This quantitative approach will include a larger sample of individuals who experienced traumatic life events.Discussion: This contribution is timely and enriches the knowledge of trauma and culture. Future publications of this Network Project will address trauma sequelae from a cultural perspective and provide diagnostic and psychotherapeutic implications.
    This paper presents a Network Project that investigates cultural factors in posttraumatic sequelae.The Network Project encompasses an innovative research design with both qualitative and quantitative methods.New developments in the field of cultural clinical psychology are introduced, including cultural scripts of trauma and a cascade model of cultural factors in posttraumatic symptom expression.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    人们普遍认为,生物多样性的变化正在通过改变自然对人类的贡献(NCP)的供应来影响人类的福祉。然而,单个物种在这种关系中的作用仍然模糊。在这篇文章中,我们提出了一个框架,将生态系统服务研究的级联模型与社区生态学的网络理论相结合。这使我们能够将人们所需的NCP与支撑它们的相互作用物种网络定量联系起来。我们证明了这个“网络级联”框架可以揭示数字,驱动NCP的单个物种的身份和重要性以及支持它们的环境条件。这些信息对于证明生物多样性在支持人类福祉方面的重要性非常有价值,并且可以帮助为社会生态系统中的生物多样性管理提供信息。
    It is widely acknowledged that biodiversity change is affecting human well-being by altering the supply of Nature\'s Contributions to People (NCP). Nevertheless, the role of individual species in this relationship remains obscure. In this article, we present a framework that combines the cascade model from ecosystem services research with network theory from community ecology. This allows us to quantitatively link NCP demanded by people to the networks of interacting species that underpin them. We show that this \"network cascade\" framework can reveal the number, identity and importance of the individual species that drive NCP and of the environmental conditions that support them. This information is highly valuable in demonstrating the importance of biodiversity in supporting human well-being and can help inform the management of biodiversity in social-ecological systems.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    单个神经元的输入-输出转换是神经电路动力学的关键构建块。虽然这种转换的以前的模型在复杂性上差异很大,它们都将底层功能架构描述为统一的,这样每个突触输入对神经元反应做出单一贡献。这里,我们表明,CA1锥体细胞的输入-输出转换是由两个不同的功能架构并行操作的最佳捕获。我们使用统计原理的方法来拟合灵活,但可以解释,将输入尖峰转换为躯体“输出”电压的模型,并在替代功能架构中自动选择。树突状Na+通道被阻断,响应被单个静态和全局非线性准确地捕获。相比之下,树突状Na依赖性集成需要具有多个动态非线性和群集连接的功能体系结构。这两种架构包含神经元及其突触组织的不同形态和生物物理特性。
    The input-output transformation of individual neurons is a key building block of neural circuit dynamics. While previous models of this transformation vary widely in their complexity, they all describe the underlying functional architecture as unitary, such that each synaptic input makes a single contribution to the neuronal response. Here, we show that the input-output transformation of CA1 pyramidal cells is instead best captured by two distinct functional architectures operating in parallel. We used statistically principled methods to fit flexible, yet interpretable, models of the transformation of input spikes into the somatic \"output\" voltage and to automatically select among alternative functional architectures. With dendritic Na+ channels blocked, responses are accurately captured by a single static and global nonlinearity. In contrast, dendritic Na+-dependent integration requires a functional architecture with multiple dynamic nonlinearities and clustered connectivity. These two architectures incorporate distinct morphological and biophysical properties of the neuron and its synaptic organization.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    中心性浆液性脉络膜视网膜病变(CSCR)的直径是评价CSCR严重程度及相应治疗方案疗效的重要指标之一。眼科医生的传统手动测量通常基于单个或少量的光学相干断层扫描(OCT)B扫描图像。这个测量方案可能没有说服力,容易受到主观因素的影响,效率较低。为了缓解上述情况,本文提出了一种针对单个患者的所有B扫描图像的智能关键边界点定位方法,以帮助快速,准确地测量CSCR病变区域的直径。首先,适当调整基于多任务学习范式的初始定位模块(ILM),并将其引入关键边界点定位任务中,初步实现了关键边界点的快速定位。其次,为了进一步改善ILM,设计了基于梯度的校正模块(GBCM),其次是级联模型(ILM-GBCM)的构建,该模型整体上提高了关键边界点的定位精度。基于五个不同的卷积神经网络(CNN)的骨干进行了广泛的实验,揭示了ILM在这项任务中的可行性和ILM-GBCM的有效性。在912个测试图像上,最大修正率达到83.66%,图像级别的最小定位时间低至0.1754s,这不仅证实了矫正操作的必要性,同时也大大降低了眼科医生在临床上手动测量操作的时间成本。
    The diameter of central serous chorioretinopathy (CSCR) lesion is one of the important indicators to evaluate the severity of CSCR and the efficacy of corresponding treatment schemes. Traditional manual measurement by ophthalmologists is usually based on a single or a small number of optical coherence tomography (OCT) B-scan images. This measurement scheme may not be convincing, vulnerable to subjective factors and lower efficiency. To alleviate the above situation, this paper proposes an intelligent key boundary point location method for all B-scan images of a single patient to assist in the rapid and accurate diameter measurement of the CSCR lesion area. Firstly, an initial location module (ILM) based on the multi-task learning paradigm is appropriately adjusted and introduced into the key boundary point location task, which preliminarily realizes the rapid location of key boundary points. Secondly, to further ameliorate the ILM, a gradient based correction module (GBCM) is designed, followed by the construction of the cascade model (ILM-GBCM) which improves the location accuracy of key boundary points as a whole. Extensive experiments based on five different convolutional neural network (CNN) backbones are carried out, revealing the feasibility of ILM in this task and the effectiveness of ILM-GBCM. On 912 testing images, the maximum correction ratio reaches 83.66%, and the minimum location time at the image level is as low as 0.1754 s, which not only confirms the necessity of correction operation, but also greatly reduce the time cost of ophthalmologists\' manual measurement operation in clinic.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    出于对足以充分反映人类和社会极端异质性的新冠肺炎流行病稳健模型的需要,本文提出了一种新颖的框架,该框架将N个个体的种群视为不均匀的随机社交网络(IRSN)。网络的节点代表不同类型的个人,边缘代表重要的社会关系。流行病被描绘为一种日益发展的传染过程,由第0天引入种群的种子感染引发。假设个人的社会行为和健康状况在每种类型中随机变化,概率分布随类型而变化。给出了SEIR(易感暴露-去除感染)网络传染模型的公式和分析,被认为是基于代理的模型,它专注于每天每个隔间中每种类型的人数。主要结果是根据初始条件,在t天系统随机状态的大N极限中有效的解析公式。该公式仅涉及一维积分。可以通过有效地结合离散傅里叶变换的确定性算法针对任何数量的类型在数字上实现该模型。虽然本文关注的是基本性质,而不是广泛的应用,最后的讨论涉及许多领域,特别是公众意识,传染病研究和公共卫生政策,IRSN框架可以提供独特的见解。
    Motivated by the need for robust models of the Covid-19 epidemic that adequately reflect the extreme heterogeneity of humans and society, this paper presents a novel framework that treats a population of N individuals as an inhomogeneous random social network (IRSN). The nodes of the network represent individuals of different types and the edges represent significant social relationships. An epidemic is pictured as a contagion process that develops day by day, triggered by a seed infection introduced into the population on day 0. Individuals\' social behaviour and health status are assumed to vary randomly within each type, with probability distributions that vary with their type. A formulation and analysis is given for a SEIR (susceptible-exposed-infective-removed) network contagion model, considered as an agent based model, which focusses on the number of people of each type in each compartment each day. The main result is an analytical formula valid in the large N limit for the stochastic state of the system on day t in terms of the initial conditions. The formula involves only one-dimensional integration. The model can be implemented numerically for any number of types by a deterministic algorithm that efficiently incorporates the discrete Fourier transform. While the paper focusses on fundamental properties rather than far ranging applications, a concluding discussion addresses a number of domains, notably public awareness, infectious disease research and public health policy, where the IRSN framework may provide unique insights.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Sci-hub)

       PDF(Pubmed)

  • 文章类型: Journal Article
    生态系统服务(ES)评估与生命周期评估(LCA)的集成对于开发用于环境可持续性的决策支持工具非常重要。前传研究提出了一种四步方法,该方法将ES级联框架集成到生命周期影响评估(LCIA)的因果关系链中,以表征人为干预对ES供应的物理和货币影响。我们在这里遵循上述研究中建议的步骤,为了展示集成ES-LCIA方法的首次应用以及LCA研究的附加值,以美国水稻种植为例,中国,和印度。考虑了四个ES,即碳封存,水供应,空气质量调节,和水质监管。分析发现,所有三个水稻生产国的水稻种植系统都受到了净负面影响,这意味着水稻种植对ES的有害影响大于对ES的诱导收益。与市场上出售的大米价格相比,负面影响约为2%,6%,中国1公斤大米成本的4%,印度,和美国,分别。从这个案例研究中,为了开发完全可操作的ES-LCIA整合,确定了研究空白。有了这样的框架和指导,从业者可以更全面地评估生命周期活动对相关ES供应的影响,无论是实物还是货币。从长远来看,这可能会影响利益相关者从生态系统中获得此类利益的可用性。
    The integration of ecosystem service (ES) assessment with life cycle assessment (LCA) is important for developing decision support tools for environmental sustainability. A prequel study has proposed a 4-step methodology that integrates the ES cascade framework within the cause-effect chain of life cycle impact assessment (LCIA) to characterize the physical and monetary impacts on ES provisioning due to human interventions. We here follow the suggested steps in the abovementioned study, to demonstrate the first application of the integrated ES-LCIA methodology and the added value for LCA studies, using a case study of rice farming in the United States, China, and India. Four ES are considered, namely carbon sequestration, water provisioning, air quality regulation, and water quality regulation. The analysis found a net negative impact for rice farming systems in all three rice producing countries, meaning the detrimental impacts of rice farming on ES being greater than the induced benefits on ES. Compared to the price of rice sold in the market, the negative impacts represent around 2%, 6%, and 4% of the cost of 1 kg of rice from China, India, and the United States, respectively. From this case study, research gaps were identified in order to develop a fully operationalized ES-LCIA integration. With such a framework and guidance in place, practitioners can more comprehensively assess the impacts of life cycle activities on relevant ES provisioning, in both physical and monetary terms. This may in turn affect stakeholders\' availability to receive such benefits from ecosystems in the long run.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Sci-hub)

       PDF(Pubmed)

  • 文章类型: Journal Article
    Gangliosidoses are caused by monogenic defects of a specific hydrolase or an ancillary sphingolipid activator protein essential for a specific step in the catabolism of gangliosides. Such defects in lysosomal function cause a primary accumulation of multiple undegradable gangliosides and glycosphingolipids. In reality, however, predominantly small gangliosides also accumulate in many lysosomal diseases as secondary storage material without any known defect in their catabolic pathway. In recent reconstitution experiments, we identified primary storage materials like sphingomyelin, cholesterol, lysosphingolipids, and chondroitin sulfate as strong inhibitors of sphingolipid activator proteins (like GM2 activator protein, saposin A and B), essential for the catabolism of many gangliosides and glycosphingolipids, as well as inhibitors of specific catabolic steps in lysosomal ganglioside catabolism and cholesterol turnover. In particular, they trigger a secondary accumulation of ganglioside GM2, glucosylceramide and cholesterol in Niemann-Pick disease type A and B, and of GM2 and glucosylceramide in Niemann-Pick disease type C. Chondroitin sulfate effectively inhibits GM2 catabolism in mucopolysaccharidoses like Hurler, Hunter, Sanfilippo, and Sly syndrome and causes a secondary neuronal ganglioside GM2 accumulation, triggering neurodegeneration. Secondary ganglioside and lipid accumulation is furthermore known in many more lysosomal storage diseases, so far without known molecular basis.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Sci-hub)

       PDF(Pubmed)

  • 文章类型: Journal Article
    生态系统服务(ES)的评估以分散的方式由环境决策支持工具涵盖,这些工具提供有关供应链及其产品的潜在环境影响的信息,例如众所周知的生命周期评估(LCA)方法。在生命周期倡议的旗舰项目(由联合国环境署主办)内,针对生命周期影响评估(LCIA)指标的全球指导,成立了一个专门的子工作组,以巩固对LCA中ES的评估。作为这个子工作组的成果之一,本文介绍了在LCA领域建立共识的进展,涉及评估人为对生态系统及其对人类福祉的相关服务的影响。为此,传统的LCIA结构,它代表了从压力源到影响和损害的因果链,使用ES\'级联模型\'的镜头重新铸造和扩展。这将生态系统结构和功能的变化与人类福祉的变化联系起来,而LCIA将人类影响引起的变化对生态系统的影响联系起来(例如,土地利用变化,富营养化,淡水枯竭)以增加或减少供应的ES的质量和/或数量。拟议的级联建模框架补充了传统的LCIA,提供了与ES的供需相关的外部性信息,总体成本效益结果可能是负面的(即对ES规定的不利影响)或正面的(即ES规定的增加)。这样做,该框架在传统的LCIA中引入了“利益”的概念(以ES供应流和生态系统产生服务的能力的形式),该概念平衡了量化的环境干预流和相关影响(以ES需求的形式)通常在LCA中考虑。最终提出了建议,以进一步解决LCA方法中当前在分析ES方面的差距。
    The assessment of ecosystem services (ES) is covered in a fragmented manner by environmental decision support tools that provide information about the potential environmental impacts of supply chains and their products, such as the well-known Life Cycle Assessment (LCA) methodology. Within the flagship project of the Life Cycle Initiative (hosted by UN Environment), aiming at global guidance for life cycle impact assessment (LCIA) indicators, a dedicated subtask force was constituted to consolidate the evaluation of ES in LCA. As one of the outcomes of this subtask force, this paper describes the progress towards consensus building in the LCA domain concerning the assessment of anthropogenic impacts on ecosystems and their associated services for human well-being. To this end, the traditional LCIA structure, which represents the cause-effect chain from stressor to impacts and damages, is re-casted and expanded using the lens of the ES \'cascade model\'. This links changes in ecosystem structure and function to changes in human well-being, while LCIA links the effect of changes on ecosystems due to human impacts (e.g. land use change, eutrophication, freshwater depletion) to the increase or decrease in the quality and/or quantity of supplied ES. The proposed cascade modelling framework complements traditional LCIA with information about the externalities associated with the supply and demand of ES, for which the overall cost-benefit result might be either negative (i.e. detrimental impact on the ES provision) or positive (i.e. increase of ES provision). In so doing, the framework introduces into traditional LCIA the notion of \"benefit\" (in the form of ES supply flows and ecosystems\' capacity to generate services) which balances the quantified environmental intervention flows and related impacts (in the form of ES demands) that are typically considered in LCA. Recommendations are eventually provided to further address current gaps in the analysis of ES within the LCA methodology.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Sci-hub)

       PDF(Pubmed)

  • 文章类型: Journal Article
    有大量证据支持在成年人中促进体育锻炼对福祉的益处,身心健康。身体活动指南建议成年人每周应累积至少150分钟的中度至剧烈的身体活动。在爱尔兰,大多数成年人没有达到这些指导方针,健康和经济成本。“为生活而移动”(MFL)采用了由讲师和同伴导师提供的行为改变技术,使用训练机(级联)模型。这项研究将对MFL干预措施进行可行性整群随机对照试验,以改善45岁及以上不活动的成年人的身体活动行为。
    该试验是在八个具有结构化体育活动计划的本地体育合作伙伴关系(LSP)中心进行的。中心是随机化的单位(集群),个人是分析的单位(参与者)。符合条件的参与者将联系其中一个中心,每个中心都有四个体育活动计划。每个项目需要12-15名不活跃的成年人,每个中心有48-60名参与者。允许20%的辍学率,另外将招募96人,最多样本为576人。中心将是随机的:真正的控制,常规方案或MFL干预。真正的对照组将获得有关身体活动的信息,但在试验期间不会包括在计划中;干预将涉及指导者使用教育工具包对一名(或多名)参与者进行培训,使其成为同伴导师;通常的护理小组将按正常情况进行身体活动课程。基线数据将收集身体活动测量值,并在3个月和6个月获得后续测量值。所有参与者将被要求佩戴测量大腿活动的装置(activPAL)7天,然后开始该计划,并在3个月和6个月。该研究的主要目的是调查是否可行的干预措施,并收集所有参与者的中度至剧烈体力活动(MVPA)的数据。从而提供有价值的信息来指导未来的样本量计算,更明确的审判。
    ISRCTN11235176。
    UNASSIGNED: There is overwhelming evidence to support the promotion of physical activity in adults in terms of benefits to well-being, physical and mental health. Physical activity guidelines suggest that adults should accumulate at least 150 min of moderate to vigorous physical activity per week. In Ireland, the majority of adults do not achieve these guidelines, with costs to health and economy. \'Move for Life\' (MFL) employs behavioural change techniques delivered by an instructor and peer mentor, using a train-the-trainer (cascade) model. This study will conduct a feasibility cluster randomised controlled trial of the MFL intervention for modifying physical activity behaviours in inactive adults aged 45 years and older.
    UNASSIGNED: The trial is set in eight Local Sports Partnership (LSP) hubs that have structured physical activity programmes. The hubs are the units of randomisation (clusters), and individuals are the units of analysis (participants). Eligible participants will contact one of the hubs, with each hub running four physical activity programmes. Each programme requires between 12-15 inactive adults, resulting in 48-60 participants per hub. Allowing for 20% dropout rate, an additional 96 people will be recruited giving a maximum sample of 576. The hub will be randomised: true control, usual programme or MFL intervention. The true control group will be given information about physical activity but will not be included in a programme for the duration of the trial; the intervention will involve the instructor training one (or more) of the participants to be a peer mentor using an educational toolkit; and usual care groups will have physical activity classes delivered as normal. Baseline data will collect physical activity measures and follow-up measurements will be obtained at 3 and 6 months. All participants will be asked to wear a device for measuring activity on the thigh (activPAL) for 7 days before commencing the programme and at 3 and 6 months. The primary objective of the study is to investigate if it is feasible to deliver the intervention and collect data on moderate to vigorous physical activity (MVPA) on all participants, thereby providing valuable information to guide sample size calculation for a future, more definitive trial.
    UNASSIGNED: ISRCTN11235176.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Sci-hub)

       PDF(Pubmed)

  • 文章类型: Journal Article
    Nonsuicidal self-injury (NSSI) is a complex behaviour and occurs most commonly during adolescence. This developmental period is characterized by the drive to establish an equilibrium between personal autonomy and connectedness with primary caregivers. When an adolescent self-injures, caregivers often experience confusion about how to react. Reports of feeling guilt, fear, and shame are common in the wake of learning about a child\'s self-injury. This cascade of negative feelings and self-appraisals may lead to hypervigilance and increased caregiver efforts to control the child\'s behaviour. The adolescent may experience this as an intrusion, leading to worse family functioning and increased risk of NSSI. This cascade is not well acknowledged or articulated in current literature. This article remedies this gap by presenting the NSSI Family Distress Cascade.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Sci-hub)

       PDF(Pubmed)

公众号