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Statistical parameter estimation and signal classification in cardiovascular diagnosis 心血管诊断中的统计参数估计与信号分类
Pub Date : 2011-07-14 DOI: 10.2495/EHR110401
S. Bernhard, K. A. Zoukra, C. Schütte
Medical technology has seen impressive success in the past decades, generating novel clinical data at an unexpected rate. Even though numerous physiological models have been developed, their clinical application is limited. The major reason for this lies in the difficulty of finding and interpreting the model parameters, because most problems are ill-posed and do not have unique solutions. On the one hand the reason for this lies in the information deficit of the data, which is the result of finite measurement precision and contamination by artifacts and noise and on the other hand on data mining procedures that cannot sufficiently treat the statistical nature of the data. Within this work we introduce a population based parameter estimation method that is able to reveal structural parameters that can be used for patient-specific modeling. In contrast to traditional approaches this method produces a distribution of physiologically interpretable models defined by patient-specific parameters and model states. On the basis of these models we identify disease specific classes that correspond to clinical diagnoses, which enable a probabilistic assessment of human health condition on the basis of a broad patient population. In an ongoing work this technique is used to identify arterial stenosis and aneurisms from anomalous patterns in parameter space. We think that the information-based approach will provide a useful link between mathematical models and clinical diagnoses and that it will become a constituent in medicine in near future.
在过去的几十年里,医疗技术取得了令人印象深刻的成功,以意想不到的速度产生了新的临床数据。尽管已经开发了许多生理模型,但它们的临床应用是有限的。其主要原因在于很难找到和解释模型参数,因为大多数问题都是病态的,并且没有唯一的解。其原因一方面在于数据的信息缺失,这是有限的测量精度和人为因素和噪声污染的结果,另一方面在于数据挖掘过程不能充分处理数据的统计性质。在这项工作中,我们引入了一种基于种群的参数估计方法,该方法能够揭示可用于特定患者建模的结构参数。与传统方法相比,该方法产生由患者特定参数和模型状态定义的生理可解释模型的分布。在这些模型的基础上,我们确定了与临床诊断相对应的疾病特定类别,从而能够基于广泛的患者群体对人类健康状况进行概率评估。在一项正在进行的工作中,这项技术被用于从参数空间的异常模式中识别动脉狭窄和动脉瘤。我们认为,基于信息的方法将在数学模型和临床诊断之间提供有用的联系,并将在不久的将来成为医学的一个组成部分。
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引用次数: 7
Evaluation of QMRA performance for Listeria monocytogenes in cold smoked salmon 冷烟熏鲑鱼中单核增生李斯特菌QMRA性能评价
Pub Date : 2011-07-14 DOI: 10.2495/EHR110181
V. Popov, H. Lauzon, M. N. Haque, F. Leroi, R. Gospavic
Food-borne listeriosis, caused by Listeria monocytogenes (Lm), is relatively rare but the relatively high rate of fatality (20–30%) compared to other food-borne microbial pathogens such as Salmonella makes it a serious disease. The foodstuff is recognised as the primary route of transmission for human exposure. A wide variety of food or raw material may become contaminated with Lm but the majority of listeriosis cases are related to ready-to-eat (RTE) food. The important factor related to food-borne listeriosis is that Lm can grow under low (refrigerated) temperatures when given sufficient time. Therefore, RTE products with long shelf life are under risk with respect to growth of Lm to critical concentrations. A stochastic model for the growth of Lm with the inhibiting effect of lactic acid bacteria (LAB) in cold smoked salmon (CSS) was developed. An existing deterministic model for the growth of Lm was adapted by adding the Winner stochastic process in order to simulate the growth of Lm. The Poisson distribution is used to represent the initial count (occurrence) of Lm. A deterministic model for growth of LAB is used and the inhibiting effects of Lm and LAB on each other are taken into account. The Beta-Poisson model is used for estimating the dose response. The model has been tested during field trials with CSS performed in August 2010. The salmon was slaughtered in Norway and transported to France where it was processed. The model, implemented within the QMRA module, indicated that growth of Lm would occur in the CSS samples investigated. However, the
由单核增生李斯特菌(Lm)引起的食源性李斯特菌病相对罕见,但与沙门氏菌等其他食源性微生物病原体相比,致死率相对较高(20-30%),使其成为一种严重疾病。食品被认为是人类接触的主要传播途径。各种各样的食物或原料都可能被李斯特菌污染,但大多数李斯特菌病病例与即食食品有关。与食源性李斯特菌病有关的重要因素是,如果给予足够的时间,李斯特菌可以在低温(冷藏)下生长。因此,具有较长保质期的RTE产品在Lm增长到临界浓度方面存在风险。建立了具有乳酸菌抑制作用的Lm在冷熏鲑鱼(CSS)中生长的随机模型。为了模拟Lm的生长,对已有的Lm生长确定性模型进行了改进,加入了Winner随机过程。泊松分布用于表示Lm的初始计数(出现次数)。采用确定性生长模型,考虑了Lm和LAB对彼此的抑制作用。β -泊松模型用于估计剂量响应。该模型已在2010年8月进行的CSS现场试验中进行了测试。三文鱼在挪威屠宰,然后运往法国进行加工。该模型在QMRA模块中实现,表明在所调查的CSS样本中会发生Lm的生长。然而,
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引用次数: 1
Work conditions and occupational morbidity in Latvia 拉脱维亚的工作条件和职业发病率
Pub Date : 2011-07-14 DOI: 10.2495/EHR110201
M. Eglīte, I. Vanadziņš, L. Matisāne, M. Bake, D. Sprūdža, Ž. Martinsone, I. Mārtiņsone, J. Reste, J. Cīrule, A. Seile
The aim of study was to analyse work conditions and occupational morbidity in Latvia during a 15-year period for recommendations to employment policy programmes. The study included the analysis of the database of occupational risk factor measurements in more than 7000 enterprises and companies performed in period 1995–2010 by the Laboratory of Hygiene and Occupational Diseases of the Institute of Occupational Safety and Environmental Health of Riga Stradins University. The analysis of registered occupational diseases according to the data from the Latvian State Registry of Occupational diseases run by the Centre of Occupational and Radiation Medicine of Pauls Stradins Clinical University Hospital for the same period was performed. Occupational diseases in Latvia are diagnosed and coded in accordance with the International Classification of Diseases. Results of measurements showed that for one third of measured occupational risk factors values exceeded recommended limits. The traditional work risk factors (chemical, physical, biological etc.) have been partly replaced by new risks (ergonomic and psychosocial factors). The results of the study indicated that the following enterprises form a major risk group of non-compliance with legislation regarding occupational health and safety: small enterprises; enterprises of private and non-governmental sectors; enterprises of different industries (construction, metal processing and wood processing). The number of firstly diagnosed occupational diseases and patients has gradually increased. The total number of firstly diagnosed and registered occupational patients per 100,000 employees was 11.2 in 1995 and 140.5 in 2009. The structure of
这项研究的目的是分析拉脱维亚15年期间的工作条件和职业发病率,以便对就业政策方案提出建议。这项研究包括对里加斯特拉丁斯大学职业安全和环境健康研究所卫生和职业病实验室在1995-2010年期间对7000多家企业和公司进行的职业风险因素测量数据库进行分析。根据paul Stradins临床大学医院职业和辐射医学中心同期管理的拉脱维亚国家职业病登记处的数据,对登记的职业病进行了分析。在拉脱维亚,职业病是根据国际疾病分类进行诊断和编码的。测量结果显示,三分之一的测量职业风险因素值超过建议限值。传统的工作风险因素(化学、物理、生物等)部分被新的风险因素(人体工程学和社会心理因素)所取代。研究结果表明,下列企业构成了不遵守职业健康和安全立法的主要风险群体:小企业;私营和非政府部门的企业;不同行业的企业(建筑、金属加工、木材加工)。职业病初诊和患者数量逐步增加。1995年每10万名从业人员中首次诊断和登记的职业病患者总数为11.2人,2009年为140.5人。的结构
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引用次数: 1
Dominant EEG frequencies of patients undergoing dobutamine stress test 多巴酚丁胺应激试验患者的优势脑电图频率
Pub Date : 2011-07-14 DOI: 10.2495/EHR110281
A. K. Macpherson, S. Neti, M. Averbach, P. A. Macpherson, C. Chutakositkanon
There has been considerable research and speculation that if the brain is under stress then it could affect the heart and lead to heart disease. The purpose of the present research was to examine the inverse problem of whether the heart could potentially cause undesirable reactions in the brain. One method to evaluate for underlying coronary artery disease is to perform stress testing. Often, myocardial stress is achieved by the patient walking on a treadmill while being monitored. In patients who are unable to exercise, pharmacologic stress testing is performed, either with vasodilatory agents (e.g. adenosine) or dobutamine, which is a pro-inotropic and chronotropic drug. During dobutamine infusion, the heart rate increases, but there is a negligible increase in blood pressure. Five patients who were undergoing dobutamine stress testing were instrumented with the standard 19 electrode EEG sensors to record brain activity. It was found that all patients showed resonance in the brain activity at frequencies around 10Hz. The signal strengths and the electrode locations where a resonance varied between patients. The one location where all of the patients showed resonance was at T5-O1; towards the back of the head and for this location, all patients showed an EEG resonance frequency at approximately 10Hz. Further analysis of the EEG data is needed to appreciate the consequences of this neurocardilogical phenomenon.
有相当多的研究和推测表明,如果大脑处于压力之下,那么它可能会影响心脏并导致心脏病。目前这项研究的目的是研究心脏是否可能在大脑中引起不良反应的逆向问题。评估潜在冠状动脉疾病的一种方法是进行压力测试。通常,心肌压力是由患者在跑步机上行走时受到监测而产生的。对于不能运动的患者,进行药理学压力测试,使用血管舒张剂(如腺苷)或多巴酚丁胺,这是一种促肌力和变时药物。在多巴酚丁胺输注期间,心率增加,但血压的增加可以忽略不计。5名接受多巴酚丁胺压力测试的患者使用标准的19电极脑电图传感器来记录大脑活动。结果发现,所有患者的大脑活动在10Hz左右的频率上都出现了共振。不同患者的信号强度和电极共振位置不同。所有患者均表现出T5-O1共振的位置;在这个位置,所有患者的脑电图共振频率约为10Hz。需要对脑电图数据进行进一步分析,以了解这种神经心脏病现象的后果。
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引用次数: 0
A dynamic model of the pregnant myometrial fasciculus 妊娠肌束的动态模型
Pub Date : 2011-07-14 DOI: 10.2495/EHR110341
R. Miftahof, N. Akhmadeev
A mathematical model of the pregnant myometrial fasciculus is proposed. It is based on real anatomical and physiological data of its structure and function. The model reproduces electromechanical wave phenomena in the myometrium under normal physiological conditions and after application of different classes of
本文提出了妊娠肌束的数学模型。它是基于其结构和功能的真实解剖和生理数据。该模型再现了在正常生理条件下和应用不同种类药物后肌层的电机波现象
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引用次数: 1
An investigation into the association of ozone with traffic-related air pollutants using a quantile regression approach 使用分位数回归方法调查臭氧与交通相关空气污染物的关系
Pub Date : 2011-07-14 DOI: 10.2495/EHR110031
S. Munir, Haibo Chen, K. Ropkins
Ground-level ozone (O3) is one of the most harmful air pollutants due to its adverse effects on human health, agricultural crops, biodiversity and materials. Ozone is a secondary air pollutant and interacts with meteorological variables as well as with many other air pollutants such as nitric oxide (NO), nitrogen dioxide (NO2), particles (PM2.5), and carbon monoxide (CO). This paper intends to investigate the relationship of ozone with these air pollutants and lagged ozone (previous day ozone) at a roadside monitoring site in Leeds UK. A quantile regression approach has been applied, which is suitable for the non-normal ozone distribution and capable of handling nonlinearities in the associations of ozone with its predictors; as it examines the entire distribution of the variables rather than a single measure of central tendency (mean or median). Our results show that lagged ozone has positive, whereas NO, NO2 and CO have negative associations with ozone. PM2.5 is negatively correlated with ozone at lower quantiles (below 0.6) and the relationship becomes positive at upper quantiles (0.6 and above), perhaps indicating more complex interactions. Also, it is shown that the effect of explanatory variables on ozone concentrations is a function of quantiles and hence the behaviour and interaction of the covariates with ozone change at different regimes of ozone concentrations, information which is normally hidden in the traditional regression models. Further statistical analysis demonstrates that for some air pollutants the nature of relationship (negative or positive) between ozone and its predictors remains unchanged and only the strength changes, for others nature and strength both change at different quantiles. The study explores the impacts of traffic-related air pollutants on ground level ozone concentrations and suggests the use of quantile regression
地面臭氧(O3)对人类健康、农作物、生物多样性和材料产生不利影响,是最有害的空气污染物之一。臭氧是一种二次空气污染物,与气象变量以及许多其他空气污染物(如一氧化氮(NO)、二氧化氮(NO2)、颗粒(PM2.5)和一氧化碳(CO))相互作用。本文拟在英国利兹的一个路边监测点调查臭氧与这些空气污染物和滞后臭氧(前一天臭氧)的关系。采用了分位数回归方法,该方法适合于臭氧的非正态分布,能够处理臭氧与其预测因子之间的非线性关系;因为它检查了变量的整个分布,而不是单一的集中趋势(平均值或中位数)。结果表明,滞后臭氧与臭氧呈正相关,而NO、NO2和CO与臭氧呈负相关。PM2.5与臭氧在较低的分位数(低于0.6)呈负相关,在较高的分位数(0.6及以上)呈正相关,这可能表明更复杂的相互作用。此外,研究表明,解释变量对臭氧浓度的影响是分位数的函数,因此,在不同的臭氧浓度制度下,协变量与臭氧变化的行为和相互作用,这些信息通常隐藏在传统的回归模型中。进一步的统计分析表明,对于一些空气污染物,臭氧与其预测因子之间的关系性质(负或正)保持不变,只有强度变化,而对于其他污染物,性质和强度都在不同的分位数上变化。该研究探讨了与交通有关的空气污染物对地面臭氧浓度的影响,并建议使用分位数回归
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引用次数: 5
Groundwater quality on a waste disposal area due to sand mining activities in São Paulo State, Brazil 巴西圣保罗州<s:1>采砂活动造成的废物处理区地下水质量
Pub Date : 2011-07-14 DOI: 10.2495/EHR110251
D. Bonotto, E. G. Oliveira
Departamento de Petrologia e Metalogenia Instituto de Geociencias e Ciencias Exatas-UNESP, Rio Claro
地球科学和精确科学研究所岩石学和成矿系- unesp,里约热内卢Claro
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引用次数: 0
Assessment of fungal contamination in a Portuguese maternity unit 葡萄牙产科病房真菌污染评估
Pub Date : 2011-07-14 DOI: 10.2495/EHR110121
C. Viegas, R. Sabino, C. Veríssimo, L. Rosado
A descriptive study was developed to monitor air fungal contamination in one Portuguese maternity. Sixty air samples were collected through impaction method. Air sampling was performed in food storage facilities, kitchen, food plating, canteen, pharmacy, sterilization areas, genecology wards, intensive care unit, operating rooms, urgency and also, outside premises, since this was the place regarded as reference. Besides air samples, forty three samples were collected by swabbing the surfaces using a 10 by 10 cm square stencil. Simultaneously, temperature, relative humidity and particles counting (PM10) were registered. Twenty three species of fungi were identified in air, being the two most commonly isolated the genera Penicillium (41,5%) and Cladosporium (28,4%). Regarding yeasts, only Rhodotorula sp. (45,2%), Trichosporon mucoides (51,6%) and Cryptococcus neoformans (3,2%) were found. Thirteen species of fungi were identified in surfaces, being the most frequent the Penicillium genus (91,6%). Concerning yeasts found in surfaces, four species were identified being Rhodotorula sp. (29,1%) the most frequent. There was no coincidence between prevailing genera indoors and outside premises. Moreover, some places presented fungal species different from the ones isolated outside. In the inside environment, Aspergillus species were isolated in air and surfaces. There was no significant relationship (p>0,05) between fungal contamination and the studied environmental variables.
一项描述性研究的发展,以监测空气真菌污染在一个葡萄牙产妇。采用内嵌法采集60份空气样本。在食品储存设施、厨房、食品电镀、食堂、药房、消毒区、基因生态学病房、重症监护病房、手术室、急症室以及室外场所进行了空气采样,因为这些地方被视为参考场所。除空气样本外,还通过使用10 × 10厘米正方形模板擦拭表面收集了43个样本。同时记录温度、相对湿度和颗粒物计数(PM10)。在空气中鉴定出23种真菌,其中最常见的两种是青霉菌属(41.5%)和枝孢菌属(28.4%)。在酵母菌中,仅发现红酵母(45.2%)、粘液毛孢(51.6%)和新型隐球菌(3.2%)。在表面鉴定出13种真菌,其中最常见的是青霉菌属(91.6%)。在表面发现的酵母菌中,鉴定出4种,其中红酵母属(Rhodotorula sp.)最常见(29.1%)。在室内和室外房屋中,普遍属之间没有巧合。此外,一些地方的真菌种类与外界分离的真菌种类不同。在室内环境中,空气和表面分离出曲霉种。真菌污染与环境变量之间无显著相关(p> 0.05)。
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引用次数: 7
The development of a model of pandemic preparedness planning utilizing critical success factors from the United States and the European Union. 利用美国和欧洲联盟的关键成功因素制定大流行病防范规划模式。
Pub Date : 2011-07-14 DOI: 10.2495/EHR110091
Y. Draine, J. Johnson, M. Levy, W. Sumrall
Many countries were not prepared for a pandemic on June 11, 2009, when the World Health Organization (WHO) declared an Influenza Pandemic. Although Pandemic Influenza Preparedness Planning activity for 2011 has declined compared to 2009, we cannot take preparedness planning off the radar due to future potential pandemics. Unless countries develop model Pandemic Influenza Preparedness Plans, the consequences of being unprepared could be devastating to all of humankind. This study identified Critical Success Factors (CSFs) necessary at all levels (local, state, and national) to achieve model Pandemic Influenza Preparedness Planning. Pandemic Influenza Preparedness Planning involves developing a plan in the event of the emergence of an influenza virus that causes serious illness and is spread easily and is sustainable among humans. Once the WHO issues a pandemic influenza alert, all countries should be prepared. Data was collected through surveys, interviews, and benchmarking methods. The goal of identifying CSFs is to provide those factors to countries as well as authorities on a local, state, and national level in order to develop model Pandemic Influenza Preparedness Plans. Several CSFs were identified, they included the following: strong leadership support, plan development, having logical response plans, exercising plans, clear operations and implementation policies, adequate budget/resources, effective
2009年6月11日,当世界卫生组织(世卫组织)宣布流感大流行时,许多国家没有为流感大流行做好准备。尽管与2009年相比,2011年的大流行性流感防范规划活动有所减少,但由于未来可能出现大流行,我们不能将防范规划从我们的视线中剔除。除非各国制定大流行性流感防范模范计划,否则毫无准备的后果可能对全人类造成毁灭性的影响。本研究确定了各级(地方、州和国家)实现大流行性流感防范规划模型所需的关键成功因素(csf)。大流行性流感防范规划涉及制定一项计划,以防出现导致严重疾病、容易在人类中传播且可持续的流感病毒。一旦世卫组织发布大流行性流感警报,所有国家都应做好准备。通过调查、访谈和基准方法收集数据。确定csf的目标是向各国以及地方、州和国家各级当局提供这些因素,以便制定大流行性流感防范计划模型。确定了若干可持续发展目标,包括:强有力的领导支持、制定计划、有合理的应对计划、执行计划、明确的行动和执行政策、充足的预算/资源、有效
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引用次数: 0
Some aspects of reproductive health and metabolic disturbances in pregnant women and their newborn in ecologically injurious conditions of an industrial city in the Urals. 乌拉尔某工业城市生态有害条件下孕妇及其新生儿生殖健康和代谢紊乱的某些方面。
Pub Date : 2011-07-14 DOI: 10.2495/EHR110241
L. Kovalchuk, A. Tarkhanova, A. Tarkhanov
Medico-social aspects of the reproductive health of women are actual during the last decade in connection with the critical demographic tendency in Russia. Women of Ekaterinburg have disturbed reproductive functions and pregnancy complications (hestoses, danger of pregnancy break) Up to 80% of inspected women had somatic pathology. The leading among diseases are anemia, chronic infections inflammatory diseases, kidney and endocrine diseases and various forms of mastopathy. Therefore, health protection, especially of women and newborn is of special importance in ecologically unfavourable regions, including the Urals. Сonsidering the fact that technogenic pollution consequences instantly dangerously affect the health of a mother and a child, we investigated the “mother-placenta-fetus” biological system. In the blood serum and placenta tissue of all inspected pregnant women in Ekaterinburg concentration of trace elements (Cu, Zn, Cd, Pb, Са, Cr, Ni (p<0,05) were higher compared with the data for other regions. The deficiency of essential trace elements (Cu, Fe, Zn, Mg, Ca) and accumulation of toxic Cd and Pb in the umbilical cord blood were the reason for the intrauterine sufferings of a fetus responsible for the low body mass at birth, Environmental Health and Biomedicine 267 www.witpress.com, ISSN 1743-3525 (on-line) WIT Transactions on Biomedicine and Health, Vol 15, © 2011 WIT Press doi:10.2495/EHR110241 retardation of growth and development. The disturbance of fetal and infant development frequently disturbed the early neonatal adaptation and underlied many subsequent diseases.
在过去十年中,妇女生殖健康的医学-社会方面与俄罗斯的关键人口趋势有关。叶卡捷琳堡妇女有生殖功能紊乱和妊娠并发症(子宫肥大、妊娠破裂危险),接受检查的妇女中有多达80%患有躯体病理。其中最主要的疾病是贫血、慢性感染性炎症性疾病、肾脏和内分泌疾病以及各种形式的乳房病。因此,保护健康,特别是妇女和新生儿的健康,在包括乌拉尔在内的生态不利地区具有特别重要的意义。Сonsidering事实上,技术污染的后果会立即危险地影响母亲和孩子的健康,我们调查了“母亲-胎盘-胎儿”的生物系统。叶卡捷琳堡市所有被检查孕妇的血清和胎盘组织中微量元素(Cu、Zn、Cd、Pb、Са、Cr、Ni)的浓度均高于其他地区(p< 0.05)。必需微量元素(Cu, Fe, Zn, Mg, Ca)的缺乏和脐带血中有毒Cd和Pb的积累是导致胎儿出生时体重低的宫内痛苦的原因,环境卫生与生物医学267 www.witpress.com, ISSN 1743-3525(在线)WIT生物医学与健康学报,第15卷,©2011 WIT出版社doi:10.2495/EHR110241生长发育迟慢。胎儿和婴儿发育的紊乱经常扰乱早期新生儿的适应和潜在的许多后续疾病。
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引用次数: 1
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WIT Transactions on Biomedicine and Health
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