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Hoarding Disorder: A Sociological Perspective 囤积症:社会学视角
Pub Date : 2023-05-11 DOI: 10.3390/sci5020021
G. Ricci, F. Gibelli, P. Bailo, A. Caraffa, Maria Angela Casamassima, A. Sirignano
Hoarding disorder (HD) is a recently recognized psychiatric condition, now classified under the category of obsessive-compulsive and related disorders in the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5). It leads to an unwarranted attachment to material possessions, such that the individual is unable to separate themselves from them. There is still a lack of awareness of the critical sociological implications of this disorder, which is too often considered a purely health-related issue. This article endeavors to frame hoarding disorder from a unique socio-criminological and legal perspective, proposing an alternative approach to HD that considers it not only as a mental disorder, but also as a genuine societal issue. We also explore potential avenues for protection, considering both the well-being of individuals with this mental disorder and the communities in which individuals suffering from HD reside. This paper presents a fresh perspective on HD, aiming to delineate its impact and significance as an affliction affecting both individuals and society at large.
囤积障碍(HD)是一种最近被认可的精神疾病,在第五版《精神疾病诊断与统计手册》(DSM-5)中被归类为强迫症及相关疾病。它导致对物质财富的无端依恋,这样个人就无法将自己从物质财富中分离出来。人们仍然缺乏对这种疾病的关键社会学影响的认识,这往往被认为是一个纯粹与健康有关的问题。本文试图从独特的社会犯罪学和法律角度来构建囤积症,提出一种替代方法,不仅将其视为一种精神障碍,而且将其视为一个真正的社会问题。我们还探索了潜在的保护途径,考虑到患有这种精神障碍的个体和患有这种精神障碍的个体所居住的社区的福祉。本文提出了一个新的视角对HD,旨在描绘其影响和意义作为一个痛苦影响个人和社会在大。
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引用次数: 0
Incidence and Predictors of Soft Tissue Injuries during Basic Combat Training 基础战斗训练中软组织损伤的发生率和预测因素
Pub Date : 2023-05-06 DOI: 10.3390/sci5020020
P. Nikolaidis, K. Havenetidis
Strenuous exercise, such as military training, is known to demand a high degree of physical performance and to cause injuries. The present study aimed to (a) monitor the incidence of soft tissue injuries (blisters, contusions, and lacerations) among cadets during Basic Combat Training (BCT), and (b) identify possible risk factors for these injuries. Participants were 315 first-grade cadets (women, n = 28; men, n = 287), recruited from the Hellenic Army Academy. Seven weeks of BCT resulted in an overall cadet injury rate of 24.1% (n = 76) with 13.7% being injured one time, whereas 10.4% of participants were injured 2–6 times. The incidence of injuries was 2.9 soft tissue injuries per 1000 training hours. The logistic regression model using sex, being an athlete, nationality, weight, height, body mass index, and percentage of body fat (BF) to predict soft tissue injury was not statistically significant (χ2(7) = 5.315, p = 0.622). The results of this study showed that BCT caused a large number of soft tissue injuries similar to the number reported for musculoskeletal injuries. In conclusion, following BCT, soft tissue injury characteristics (occurrence, severity, treatment) are similar to those applied in musculoskeletal injuries for Army cadets. However, risk factors such as sex, nationality, and BF have not been related to soft tissue injury prediction as previously shown for musculoskeletal injuries for the same sample group.
众所周知,像军事训练这样的剧烈运动需要很高的体能表现,而且会造成伤害。本研究旨在(a)监测学员在基本战斗训练(BCT)期间软组织损伤(水泡、挫伤和撕裂伤)的发生率,(b)确定这些损伤的可能危险因素。参与者为315名一年级军校学员(女性,n = 28;男性,n = 287),从希腊陆军学院招募。7周的BCT导致学员整体受伤率为24.1% (n = 76),其中13.7%的参与者受伤一次,而10.4%的参与者受伤2-6次。损伤发生率为2.9 / 1000训练小时。使用性别、是否运动员、国籍、体重、身高、体质指数、体脂率预测软组织损伤的logistic回归模型无统计学意义(χ2(7) = 5.315, p = 0.622)。本研究结果表明,BCT造成的大量软组织损伤与报道的肌肉骨骼损伤数量相似。总之,在BCT之后,软组织损伤的特征(发生、严重程度、治疗)与陆军学员的肌肉骨骼损伤相似。然而,性别、国籍和BF等危险因素与软组织损伤的预测没有关系,这与先前对同一样本组的肌肉骨骼损伤的预测没有关系。
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引用次数: 0
Depth Analysis of Anesthesia Using EEG Signals via Time Series Feature Extraction and Machine Learning 基于时间序列特征提取和机器学习的麻醉脑电信号深度分析
Pub Date : 2023-05-05 DOI: 10.3390/sci5020019
Raghav V. Anand, M. Abbod, S. Fan, J. Shieh
The term “anesthetic depth” refers to the extent to which a general anesthetic agent sedates the central nervous system with specific strength concentration at which it is delivered. The depth level of anesthesia plays a crucial role in determining surgical complications, and it is imperative to keep the depth levels of anesthesia under control to perform a successful surgery. This study used electroencephalography (EEG) signals to predict the depth levels of anesthesia. Traditional preprocessing methods such as signal decomposition and model building using deep learning were used to classify anesthetic depth levels. This paper proposed a novel approach to classify the anesthesia levels based on the concept of time series feature extraction, by finding out the relation between EEG signals and the bi-spectral Index over a period of time. Time series feature extraction on basis of scalable hypothesis tests were performed to extract features by analyzing the relation between the EEG signals and Bi-Spectral Index, and machine learning models such as support vector classifier, XG boost classifier, gradient boost classifier, decision trees and random forest classifier are used to train the features and predict the depth level of anesthesia. The best-trained model was random forest, which gives an accuracy of 83%. This provides a platform to further research and dig into time series-based feature extraction in this area.
“麻醉深度”一词是指全身麻醉剂在给药时以特定强度浓度使中枢神经系统镇静的程度。麻醉深度对手术并发症的发生起着至关重要的作用,控制麻醉深度是手术成功的必要条件。本研究使用脑电图(EEG)信号来预测麻醉的深度。使用传统的预处理方法,如信号分解和基于深度学习的模型构建,对麻醉深度进行分类。本文提出了一种基于时间序列特征提取的麻醉程度分类方法,通过寻找一段时间内脑电信号与双谱指数之间的关系。通过分析脑电信号与双谱指数之间的关系,在可扩展假设检验的基础上进行时间序列特征提取,提取特征,并利用支持向量分类器、XG boost分类器、梯度boost分类器、决策树和随机森林分类器等机器学习模型训练特征,预测麻醉深度。训练最好的模型是随机森林,准确率为83%。这为该领域基于时间序列的特征提取的进一步研究和深入提供了平台。
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引用次数: 0
Analysis of Gun Crimes in New York City 纽约市枪支犯罪分析
Pub Date : 2023-04-20 DOI: 10.3390/sci5020018
Antonio Sarasa-Cabezuelo
Violence involving firearms in the USA is a very important problem. As a consequence, a large number of crimes of this type are recorded every year. However, the solutions proposed have not managed to reduce the number of this type of crime. One of the cities with a large number of violent crimes is New York City. The number of crimes is not homogeneous and depends on the district where they occur. This paper proposes to study the information about the crimes in which firearms are involved with the aim of characterizing the factors on which the occurrence of this type of crime depends, such as the levels of poverty and culture. Since the districts are not homogeneous, the information has been analyzed at the district level. For this, data from the open data portal of the city of New York have been used and machine-learning techniques have been used. The results have shown that the variables on which they depend are different in each district.
涉及枪支的暴力在美国是一个非常重要的问题。因此,每年都有大量这类犯罪被记录下来。然而,提出的解决办法并没有设法减少这类犯罪的数量。纽约市是暴力犯罪频发的城市之一。犯罪的数量是不相同的,取决于他们发生的地区。本文建议研究有关涉及枪支的犯罪的信息,目的是描述这类犯罪发生所依赖的因素,例如贫困水平和文化。由于各地区并非同质,因此在地区一级对资料进行了分析。为此,我们使用了纽约市开放数据门户网站的数据,并使用了机器学习技术。结果表明,在不同地区,它们所依赖的变量是不同的。
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引用次数: 0
A Modular Structure for Immediate and Transitory Interventions to Guarantee Access to Basic Healthcare in Italy 为保证在意大利获得基本医疗保健而采取的即时和临时干预措施的模块化结构
Pub Date : 2023-04-11 DOI: 10.3390/sci5020017
S. Brunoro, Lisa Mensi
The access to basic healthcare for people who are not registered in the national health system is nowadays a very urgent problem, both in Italy and in the rest of the world. Immigration and poverty are only some of the factors that make one of the primary rights of humanity—healthcare—not a right for everyone. The main problems, which have grown exponentially in the last decade, are at operational level, due to the lack of personnel (mostly volunteers) and the lack of spaces. This paper illustrates procedures and techniques for the design of a small emergency structure that can be moved and positioned in urban contexts. The first part consists of a deep analysis of the problem and of the state of the art of existing typologies. The second part is dedicated to the conceptual framework (requirements, conceptual model) and to the definition of the preliminary design for the new approach to basic non-conventional sanitary spaces. Finally, a virtual case study (project application) in Italy is presented.
如今,无论是在意大利还是在世界其他地方,没有在国家卫生系统登记的人获得基本医疗保健都是一个非常紧迫的问题。移民和贫困只是导致人类基本权利之一——医疗保健——并非人人享有的部分因素。在过去十年中急剧增长的主要问题是在业务一级,因为缺乏人员(主要是志愿人员)和缺乏空间。本文阐述了在城市环境中可以移动和定位的小型应急结构的设计程序和技术。第一部分包括对问题和现有类型学现状的深入分析。第二部分致力于概念框架(要求,概念模型)和基本非常规卫生空间新方法的初步设计定义。最后,介绍了意大利的虚拟案例研究(项目应用)。
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引用次数: 0
Two-Dimensional Model for Consolidation-Induced Solute Transport in an Unsaturated Porous Medium 非饱和多孔介质中固结诱导溶质输运的二维模型
Pub Date : 2023-04-04 DOI: 10.3390/sci5020016
Sheng Wu, D. Jeng
Solute transport through porous media is usually described by well-established conventional transport models with the ability to account for advection, dispersion, and sorption. In this study, we further extend our previous one-dimensional model for solute transport in an unsaturated porous medium to two dimensions. The present model is based on a small-strain approach. The proposed model is validated with previous work. Both homogeneous landfill and pointed landfill conditions are considered. A detailed parametric study shows the differences between the present model and previous one-dimensional model.
溶质通过多孔介质的运移通常是由成熟的传统运移模型来描述的,该模型能够解释平流、分散和吸附。在这项研究中,我们进一步扩展了我们以前的一维模型在非饱和多孔介质中溶质输运到二维。本模型基于小应变方法。通过前期工作验证了该模型的有效性。同时考虑了均匀堆填和定向堆填两种情况。详细的参数化研究表明了该模型与以前的一维模型之间的差异。
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引用次数: 0
A One-Dimensional Blocking Index Becomes Two-Dimensional Using GIS Technology 利用GIS技术将一维块索引变为二维
Pub Date : 2023-04-03 DOI: 10.3390/sci5020015
Eli D. Ethridge, B. Efe, A. Lupo
Many previous studies of the occurrence of blocking anticyclones, their characteristics, and dynamics have defined the onset longitude using the one-dimensional zonal index type criterion proposed by Lejenas and Okland. In addition to examining the blocking event itself, the onset longitude was determined to start at the nearest five degrees longitude using the National Centers for Environmental Prediction/National Center for Atmospheric Research Reanalyses that were used to identify the events. In this study, each blocking event in the University of Missouri Blocking Archive was re-examined to identify an onset latitude, and this information was added to the archive. The events were then plotted and displayed on a map of the Northern or Southern Hemisphere using Geographic Information System (GIS) software housed at the University of Missouri as different colored and sized dots according to block intensity and duration, respectively. This allowed for a comparison of blocking events in the archive above to studies that used a two-dimensional index. Then the common onset regions were divided by phase of the El Nino and Southern Oscillation (ENSO), and the typical onset of intense and persistent blocking events could be examined. The results found a favorable comparison between the onset regions identified here and those found in previous studies that used a two-dimensional blocking index. Additionally, there was variability identified in the onset regions of blocking in both hemispheres by ENSO phase, including the location of more intense and persistent events.
以往许多关于阻塞反气旋的发生、特征和动力学的研究都是使用Lejenas和Okland提出的一维纬向指数类型准则来确定起始经度的。除了检查阻塞事件本身之外,还使用用于确定事件的国家环境预测中心/国家大气研究再分析中心确定了起始经度从最近的5度经度开始。在这项研究中,密苏里大学阻塞档案中的每个阻塞事件都被重新检查以确定发作纬度,并将该信息添加到档案中。然后,这些事件被绘制出来,并显示在北半球或南半球的地图上,使用密苏里大学的地理信息系统(GIS)软件,分别根据阻塞的强度和持续时间,以不同颜色和大小的点显示出来。这样就可以将上述存档中的阻塞事件与使用二维索引的研究进行比较。然后根据厄尔尼诺和南方涛动(ENSO)的阶段划分了常见的发生区域,并对典型的强烈和持续的阻塞事件进行了考察。结果发现,在这里确定的发病区域与先前使用二维阻断指数的研究中发现的发病区域之间存在有利的比较。此外,在两个半球的ENSO期阻滞的发病区域存在差异,包括更强烈和持续事件的位置。
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引用次数: 0
Clustering Analysis on Sustainable Development Goal Indicators for Forty-Five Asian Countries 45个亚洲国家可持续发展目标指标的聚类分析
Pub Date : 2023-03-28 DOI: 10.3390/sci5020014
A. Mathrani, Jian Wang, Ding Li, Xuanzhen Zhang
This paper draws upon the United Nations 2022 data report on the achievement of Sustainable Development Goals (SDGs) across the following four dimensions: economic, social, environmental and institutional. Ward’s method was applied to obtain clustering results for forty-five Asian countries to understand their level of progress and overall trends in achieving SDGs. We identified varying degrees of correlation between the four dimensions. The results show that East Asian countries performed poorly in the economic dimension, while some countries in Southeast Asia and Central and West Asia performed relatively well. Regarding social and institutional dimensions, the results indicate that East and Central Asian countries performed relatively better than others. Finally, in the environmental dimension, West and South Asian countries showed better performance than other Asian countries. The insights gathered from this study can inform policymakers of these countries about their own country’s position in achieving SDGs in relation to other Asian countries, as they work towards establishing strategies for improving their sustainable development targets.
本文借鉴了联合国2022年可持续发展目标(sdg)在以下四个方面实现的数据报告:经济、社会、环境和体制。Ward的方法被应用于获得45个亚洲国家的聚类结果,以了解他们在实现可持续发展目标方面的进展水平和总体趋势。我们确定了四个维度之间不同程度的相关性。结果显示,东亚国家在经济维度上表现较差,而东南亚和中亚、西亚的一些国家表现相对较好。在社会和制度方面,结果表明东亚和中亚国家的表现相对较好。最后,在环境方面,西亚和南亚国家的表现优于其他亚洲国家。从这项研究中收集到的见解可以让这些国家的政策制定者了解他们自己国家在实现可持续发展目标方面与其他亚洲国家的关系,因为他们正在努力制定改善可持续发展目标的战略。
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引用次数: 2
Review on Alzheimer Disease Detection Methods: Automatic Pipelines and Machine Learning Techniques 阿尔茨海默病检测方法综述:自动管道和机器学习技术
Pub Date : 2023-03-21 DOI: 10.3390/sci5010013
A. Shukla, Rajeev Tiwari, Shamik Tiwari
Alzheimer’s Disease (AD) is becoming increasingly prevalent across the globe, and various diagnostic and detection methods have been developed in recent years. Several techniques are available, including Automatic Pipeline Methods and Machine Learning Methods that utilize Biomarker Methods, Fusion, and Registration for multimodality, to pre-process medical scans. The use of automated pipelines and machine learning systems has proven beneficial in accurately identifying AD and its stages, with a success rate of over 95% for single and binary class classifications. However, there are still challenges in multi-class classification, such as distinguishing between AD and MCI, as well as sub-stages of MCI. The research also emphasizes the significance of using multi-modality approaches for effective validation in detecting AD and its stages.
阿尔茨海默病(AD)在全球范围内日益流行,近年来开发了各种诊断和检测方法。有几种技术可用,包括自动管道方法和机器学习方法,它们利用生物标志物方法、融合和多模态注册来预处理医学扫描。自动化管道和机器学习系统的使用已被证明有助于准确识别AD及其阶段,单类和二元类分类的成功率超过95%。然而,在多类别分类方面仍然存在挑战,例如区分AD和MCI,以及MCI的子阶段。该研究还强调了使用多模态方法对检测AD及其阶段进行有效验证的重要性。
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引用次数: 6
Exercise Testing and Motivation 运动测试与动机
Pub Date : 2023-03-07 DOI: 10.3390/sci5010012
P. Nikolaidis
Exercise testing has important applications for sport, exercise and clinical settings, providing valuable information for exercise prescription and diagnostics for health purposes. Often, exercise testing includes the participant’s maximal effort, and the testing score partially depends on whether the maximal effort has been exerted. In this context, motivation in exercise testing, including verbal encouragement and video presentation, plays a vital role in assessing participants. Professionals involved in exercise testing, such as exercise physiologists and sport scientists, should be aware of motivation’s role in performance during laboratory or field testing, especially using verbal encouragement. Motivation during exercise testing should be standardized and fully described in testing protocols. In this way, exercise testing would provide valid and reliable results for exercise prescription or other purposes (e.g., sport talent identification, athletes’ selection, education, research and rehabilitation).
运动测试在运动、锻炼和临床环境中有重要的应用,为健康目的的运动处方和诊断提供有价值的信息。通常,运动测试包括参与者的最大努力,测试成绩部分取决于最大努力是否已经发挥。在这种情况下,运动测试中的动机,包括口头鼓励和视频演示,在评估参与者中起着至关重要的作用。从事运动测试的专业人员,如运动生理学家和运动科学家,应该意识到动机在实验室或现场测试中的作用,特别是使用口头鼓励。运动试验的动机应标准化,并在试验方案中充分描述。这样,运动测试将为运动处方或其他目的(如运动人才识别、运动员选拔、教育、研究和康复)提供有效可靠的结果。
{"title":"Exercise Testing and Motivation","authors":"P. Nikolaidis","doi":"10.3390/sci5010012","DOIUrl":"https://doi.org/10.3390/sci5010012","url":null,"abstract":"Exercise testing has important applications for sport, exercise and clinical settings, providing valuable information for exercise prescription and diagnostics for health purposes. Often, exercise testing includes the participant’s maximal effort, and the testing score partially depends on whether the maximal effort has been exerted. In this context, motivation in exercise testing, including verbal encouragement and video presentation, plays a vital role in assessing participants. Professionals involved in exercise testing, such as exercise physiologists and sport scientists, should be aware of motivation’s role in performance during laboratory or field testing, especially using verbal encouragement. Motivation during exercise testing should be standardized and fully described in testing protocols. In this way, exercise testing would provide valid and reliable results for exercise prescription or other purposes (e.g., sport talent identification, athletes’ selection, education, research and rehabilitation).","PeriodicalId":10987,"journal":{"name":"Decis. Sci.","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76506205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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