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2010 International Conference on Systems in Medicine and Biology最新文献

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Frequency domain hammerstein model of glucose-insulin process in IDDM patient IDDM患者葡萄糖-胰岛素过程的频域hammerstein模型
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735359
A. Bhattacharjee, A. Sutradhar
This paper deals with a frequency domain kernel estimation problem for modeling a nonlinear dynamic system of multivariable glucose-insulin process in an insulin dependent diabetes mellitus (IDDM) patient. For such a process with uncertainties and parameter variations, the nonparametric models are most useful for closed loop model predictive control. The present work proposes a frequency domain kernel estimation of a Hammerstein model using the harmonic excitation input by taking FFT on the input data sequence from the glucose-insulin process of IDDM patient model. For the multivariable system, the first block is a two-input single output nonlinear block followed by a SISO linear filter. The adaptive recursive least square (ARLS) algorithm is used to solve up to second order kernels of Volterra equations with extended input vector consisting of self and cross components. Twice the length of the extended input vector for the MISO system was considered for finding the kernels and the output in frequency domain. The input-output data taken from the first principle model of nonlinear process, have been used to identify the system with a short filter memory length of M=2 and the validation results have shown good fit both in frequency and time domain responses.
本文研究了胰岛素依赖型糖尿病(IDDM)患者多变量葡萄糖-胰岛素过程非线性动态系统的频域核估计问题。对于这类具有不确定性和参数变化的过程,非参数模型最适合于闭环模型预测控制。本文通过对IDDM患者模型中葡萄糖-胰岛素过程的输入数据序列进行FFT,提出了利用谐波激励输入的Hammerstein模型的频域核估计。对于多变量系统,第一个块是一个双输入单输出非线性块,然后是一个SISO线性滤波器。采用自适应递归最小二乘(ARLS)算法求解由自分量和交叉分量组成的扩展输入向量的Volterra方程的最高二阶核。为了在频域找到核和输出,考虑了两倍于MISO系统扩展输入向量的长度。利用非线性过程第一原理模型的输入输出数据,对记忆长度为M=2的短滤波器系统进行了识别,验证结果在频域和时域响应上都有很好的拟合。
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引用次数: 9
Real-time detection of pre-atherosclerotic lesions in New Zealand White rabbits 新西兰大白兔动脉粥样硬化前病变的实时检测
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735338
Lisong Ai, Fei Yu, T. Hsiai
Real-time detection of pre-atherosclerotic lesions remains an unmet clinical challenge. We demonstrated the application of microelectromechanical systems (MEMS) sensors in an eccentric stenotic model in which convective heat transfer peaked in the throat of the stenosis, and decreased downstream in the zone of flow reversal. We hereby provided new insights into changes in convective heat transfer in the regions of non-obstructive, albeit inflammatory, atherosclerotic lesions in the New Zealand White rabbits fed on hypercholesterolemic diet (HD, n=3). The instantaneous temperature fluctuations altered the resistance of the MEMS sensing elements from which convective heat transfer was sensed as changes in voltages. The presence of pre-atherosclerotic lesions in the distal aortic arch significantly increased the changes in output voltage (Vave = 0.24 V) compared to that of lesion free rabbit aorta fed on normal standard diet (Vave = 0.0058V) (ND, n=3). The sensors further detected differential Vave in the thoracic aorta (HD: Vave =0.723V versus ND: Vave =:0.131 V), but similar Vave values in the abdominal aortas in the absence of atheromas (HD: Vave =0.144V versus ND: Vave =:0.143V). Vave values were also similar in distal aortic arch, thoracic and abdominal aortas in the rabbits fed on ND. Thus, MEMS thermal sensors provided a new strategy to detect pre-atherosclerotic lesions.
动脉粥样硬化前病变的实时检测仍然是一个未满足的临床挑战。我们展示了微机电系统(MEMS)传感器在偏心狭窄模型中的应用,其中对流换热在狭窄的喉部达到峰值,在流动反转区下游下降。在此,我们对喂食高胆固醇血症饮食的新西兰大白兔(HD, n=3)非阻塞性(尽管是炎症性)动脉粥样硬化病变区域的对流传热变化提供了新的见解。瞬时温度波动改变了MEMS传感元件的电阻,通过电压变化来感知对流传热。与正常标准饲料(Vave = 0.0058V)相比,主动脉弓远端存在动脉粥样硬化前病变显著增加了输出电压的变化(Vave = 0.24 V) (ND, n=3)。传感器进一步检测到胸主动脉的差异Vave (HD: Vave =0.723V, ND: Vave =:0.131 V),但在没有动脉粥样硬化的腹主动脉中Vave值相似(HD: Vave =0.144V, ND: Vave =:0.143V)。饲喂ND的家兔主动脉弓远端、胸主动脉和腹主动脉的瓣膜值也相似。因此,MEMS热传感器提供了检测动脉粥样硬化前病变的新策略。
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引用次数: 0
Simulation of three electrode device for bioimpedance study using COMSOL Multiphysics 基于COMSOL Multiphysics的三电极生物阻抗模拟研究
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735342
R. Pradhan, A. Mitra, Soumen Das
This paper presents the standardization of three electrode device for bioimpedance study. The COMSOL Multiphysics is used as the simulation tool for the characterization of the microdevice. In the last decades, the bioimpedance methodology has been extensively used to study the different aspects of biomedical practices. The Micro Electro Mechanical system (MEMS) helps to fabricate miniature devices for the bioimpedance study. In this work a MEMS based three electrode device is simulated using COMSOL Multiphysics to find out the impedance of Phosphate Buffered Solution (PBS) which is the physiological medium for most biological studies and used to stabilize the microelectrodes under testing. The impedance obtained from COMSOL environment is processed with an equivalent circuits simulator named as ZsimpWin by taking into account the equivalent circuit of the PBS.
介绍了用于生物阻抗研究的三电极装置的标准化。COMSOL Multiphysics被用作微器件表征的仿真工具。在过去的几十年里,生物阻抗方法被广泛用于研究生物医学实践的不同方面。微机电系统(MEMS)有助于制造用于生物阻抗研究的微型器件。本文采用COMSOL Multiphysics模拟了一种基于MEMS的三电极器件,以找出磷酸盐缓冲溶液(PBS)的阻抗。磷酸盐缓冲溶液是大多数生物学研究中用于稳定被测微电极的生理介质。利用等效电路模拟器ZsimpWin对COMSOL环境下得到的阻抗进行处理,同时考虑PBS等效电路。
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引用次数: 7
Nanocapsulated flavonoid: Effect on cerebral ischemia-reperfusion induced mitochondrial oxidative damage in rat brain 纳米类黄酮胶囊对大鼠脑缺血再灌注诱导的线粒体氧化损伤的影响
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735372
Swarupa Ghosh, S. Sarkar, N. Das
Mitochondria are the most important source of Reactive Oxygen species. Superoxide anion produced by mitochondria leads to damage to membranes impairing the ability of mitochondria to synthesize ATP and to carry out their wide range of metabolic functions. Thus mitochondria are both the source as well as the target for ROS. Oxidative stress generated in ischemia-reperfusion and other neurodegenerative disorders, distorts the homeostasis between ROS generation in mitochondria and its antioxidant defense for ROS detoxification. The weakened cellular antioxidant level in ageing accelerates mitochondrial oxidative damage also and this contributes to the decrease in efficiency of oxidative phosphorylation associated with ageing. Quercetin (QC), the naturally occurring flavonoid has immense free radical scavenging properties but its clinical application is restricted mostly due to its insoluble nature and inability to circumvent the Blood Brain Barrier like most of the common therapeutics. Nanocapsulated QC (NQC) is an effective approach in combating ischemia- reperfusion induced neurodegeneration. Cerebral ischemia subsequent reperfusion causes a massive damage in rat brain, both for young and aged. NQC treatment exerted a substantial protection against cerebral ischemia reperfusion induced mitochondrial damage. Higher conjugated diene and ROS level in neuronal mitochondria accompanied with a lower GSH were found in aged, compared to sham control young rats. Further loss of those parameters was observed in aged rat brain by cerebral ischemia and reperfusion. NQC treatment resulted a significant protection both in young and old rats, where as, no significant protection was noticed when aged rats were treated with QC. The marked damage in neuronal mitochondrial respiratory enzymes due to ischemia-reperfusion in all age grouped rats was prevented by NQC and protected mitochondria to restore its normal functions.
线粒体是活性氧最重要的来源。线粒体产生的超氧阴离子导致细胞膜损伤,损害线粒体合成ATP的能力,影响其广泛的代谢功能。因此,线粒体既是活性氧的来源,也是活性氧的目标。在缺血-再灌注和其他神经退行性疾病中产生的氧化应激,扭曲了线粒体中ROS生成及其对ROS解毒的抗氧化防御之间的稳态。衰老过程中细胞抗氧化水平的减弱也会加速线粒体氧化损伤,从而导致与衰老相关的氧化磷酸化效率下降。槲皮素(Quercetin, QC)是一种天然存在的类黄酮,具有很强的自由基清除能力,但由于其不溶性和不能像大多数常用治疗药物那样绕过血脑屏障,其临床应用受到限制。纳米胶囊化QC (NQC)是治疗缺血再灌注性神经退行性变的有效方法。脑缺血后再灌注对大鼠脑造成了巨大的损伤,无论是年轻的还是年老的。NQC治疗对脑缺血再灌注引起的线粒体损伤具有实质性的保护作用。与对照组相比,老年大鼠神经元线粒体中共轭二烯和ROS水平较高,同时GSH水平较低。老龄大鼠脑缺血再灌注后,这些参数进一步丧失。NQC处理对年轻大鼠和老年大鼠均有显著的保护作用,而老年大鼠则没有显著的保护作用。NQC可预防各年龄组大鼠神经元线粒体呼吸酶缺血再灌注损伤,保护线粒体恢复其正常功能。
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引用次数: 2
Development of Moxibustion based novel technique using Himalayan herbs for fast relief as well as prevention of certain human ailments 发展艾灸为基础的新技术,使用喜马拉雅草药快速缓解以及预防某些人类疾病
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735393
S. Pal, Chandana Mitra, D. Bakshi
Introduction: Moxibustion means application of heat directly or indirectly on the skin at certain points (called Acupuncture points) with a certain technique by igniting dried Moxa leaves. It is a method of treatment complementary and enhancing to Acupuncture therapy, in certain conditions alone can be more effective. Oriental belief is that Moxa leaves take away dampness from the body. Botanical name of the plant is Artemesia Vulgaris known as Indian wormwood. This Plant is also known as Mugwort which is considered to have special properties that protects weary travelers against exhaustion. This herb has a long history of folk tradition and use.
艾灸是指用一定的方法,通过点燃干燥的艾叶,直接或间接地在皮肤的某些穴位(称为穴位)上施用热量。它是对针灸疗法的一种补充和加强的治疗方法,在某些条件下单独使用会更有效。东方人相信艾叶能驱除身体的湿气。该植物的植物学名称是Artemesia Vulgaris,即印度艾草。这种植物也被称为艾草,它被认为具有特殊的属性,可以保护疲惫的旅行者免受疲惫。这种草药有着悠久的民间传统和使用历史。
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引用次数: 1
Clinical biomarker for predicting preeclampsia in women with abnormal lipid profile: Statistical pattern classification approach 预测血脂异常妇女子痫前期的临床生物标志物:统计模式分类方法
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735411
Rashmi Mukherjee, C. D. Ray, C. Chakraborty, Swagata Dasgupta, K. Chaudhury
Maternal dyslipidemia in preeclampsia is well established. Serum lipid levels as potential predictors of preeclampsia are yet to be investigated. Discriminant analysis and k-means clustering were used to predict preeclampsia (PE) based on the contribution of lipid parameters. Serum total cholesterol (TC), high density lipoprotein (HDL-C), low density lipoprotein (LDL-C) and triglycerides (TG) were measured in venous blood samples of women with PE (Group A; n=62) and normotensive pregnant women (Group B; n=54). Very low density lipoprotein (VLDL) was calculated as 1/5 of TG. Discriminant analysis was used to identify the clinical markers amongst these parameters. k-means clustering was used to validate the parameters identified. TC, LDL-C, TG and VLDL levels were significantly higher and HDL-C significantly lower in Group A when compared with Group B. Amongst these, TG, VLDL and TC emerged as the ideal set of clinical markers in discriminating Group A and Group B with an overall classification accuracy of 87.9%, 87.9% and 86.1%, respectively. The clusters centers indicating mean values of TG, TC and VLDL were significantly higher in Group A as compared to Group B. Discriminant analysis was used to identify the most useful set of clinical markers amongst all the lipid parameters. Serum TG, VLDL and TC levels predicted PE with maximum accuracy, which was further verified by k-means clustering.
孕妇血脂异常在子痫前期是确定的。血脂水平作为子痫前期的潜在预测指标还有待研究。基于脂质参数的贡献,采用判别分析和k均值聚类预测子痫前期(PE)。测定PE女性静脉血中血清总胆固醇(TC)、高密度脂蛋白(HDL-C)、低密度脂蛋白(LDL-C)和甘油三酯(TG)含量(A组;n=62)和血压正常的孕妇(B组;n = 54)。极低密度脂蛋白(VLDL)计算为TG的1/5。采用判别分析从这些参数中识别临床标志物。使用K-means聚类对识别的参数进行验证。A组TC、LDL-C、TG、VLDL水平显著高于B组,HDL-C水平显著低于B组。其中TG、VLDL和TC是区分A组和B组较为理想的临床指标,总体分类准确率分别为87.9%、87.9%和86.1%。聚类中心显示的TG、TC和VLDL的平均值在A组明显高于b组。我们使用判别分析来确定所有血脂参数中最有用的一组临床标志物。血清TG、VLDL和TC水平预测PE的准确率最高,k-means聚类进一步验证了这一点。
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引用次数: 6
Lipidomics as a diagnostic and research tool 脂质组学作为诊断和研究工具
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735332
A. Fernandis, M. Wenk
Lipids play an important role in signaling mechanisms, regulation of protein function and control of a wide variety of cellular responses. As these lipids are important regulators their levels are tightly controlled and fine tuned both spatially as well as temporally. An imbalance in these lipids, in particular those involved in cell signaling, could lead to various pathological disorders. Thus these lipids and their effectors can serve as biomarkers. Indeed, cardiovascular diseases, obesity, neurological disorders, as well as infectious diseases have been directly implicated with aberrant lipid metabolism. This indicates that careful inspection of lipid level using metabolic profiling could help in clinical diagnostics of these pathologies.
脂质在信号机制、蛋白质功能调节和各种细胞反应的控制中发挥重要作用。由于这些脂质是重要的调节因子,它们的水平在空间和时间上都受到严格控制和微调。这些脂质,特别是那些参与细胞信号传导的脂质失衡,可能导致各种病理性疾病。因此,这些脂质及其效应物可以作为生物标志物。事实上,心血管疾病、肥胖、神经系统疾病以及传染病都与异常的脂质代谢有直接关系。这表明使用代谢谱仔细检查脂质水平可以帮助这些病理的临床诊断。
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引用次数: 0
Molecular characterization of selenoproteins based on decreased glutathione peroxidase activity in preeclampsia 子痫前期基于谷胱甘肽过氧化物酶活性降低的硒蛋白分子特征
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735420
S. RoyChoudhury, Rashmi Mukherjee, K. Chaudhury
Glutathione peroxidase (GPx) and other selenoproteins (SeP) are involved in the detoxification of reactive oxygen species (ROS). ROS is implicated in preeclampsia (PE). Generation of ROS and antioxidant effect of total GPx in women with PE was estimated. Since we found a significant decrease in total GPx level of women with PE, we were motivated to characterize at a molecular level SeP present in GPx (GPx 1–4, 6). Other SeP including selenoprotein P (SEPP), selenoprotein S (SELS) and thioredoxin reductase (TXNRD) were also analyzed since literature suggests that they also play a critical role in down regulation of oxidative stress (OS) in PE. Non SeP GPx were also analyzed for comparison purposes. Serum GPx was measured in venous blood samples of women with PE (Group A; n=25) and normotensive pregnant women (Group B; n=32) spectrophotometrically. Intracellular ROS generated by peripheral blood mononuclear cells was measured using flow cytometry. Molecular characterization of the SeP was done by sequence analysis at nucleotide, codon and amino acid levels. Intracellular ROS level was significantly increased in Group A as compared to Group B. ROS and GPx were significantly negatively correlated in both Group A and Group B. SePs involved in PE, primarily belonged to two nucleotide biasing groups, AT and GC. Dinucleotide usage and codon preferences in these two groups were found to be in accordance with their respective compositional bias. Such nucleotide compositional bias seemed to be major factor driving their selective codon choices. These SePs differ within themselves with respect to their relative amino acid abundance.
谷胱甘肽过氧化物酶(GPx)和其他硒蛋白(SeP)参与活性氧(ROS)的解毒。ROS与子痫前期(PE)有关。估计PE女性中ROS的生成和总GPx的抗氧化作用。由于我们发现PE女性的GPx总水平显著下降,因此我们在分子水平上对GPx中存在的SeP进行了表征(GPx 1 - 4,6)。其他SeP包括硒蛋白P (SEPP)、硒蛋白S (SELS)和硫氧还蛋白还原酶(TXNRD)也进行了分析,因为文献表明它们在PE氧化应激(OS)的下调中也起着关键作用。非SeP GPx也进行了分析以进行比较。测定PE女性静脉血血清GPx (A组;n=25)和血压正常的孕妇(B组;spectrophotometrically n = 32)。流式细胞术检测外周血单个核细胞产生的细胞内ROS。通过核苷酸、密码子和氨基酸水平的序列分析对SeP进行了分子鉴定。A组细胞内ROS水平较b组显著升高。A组和b组细胞内ROS与GPx呈显著负相关。与PE相关的sep主要属于AT和GC两个核苷酸偏倚组。发现这两组的二核苷酸使用和密码子偏好符合各自的组成偏倚。这种核苷酸组成的偏倚似乎是驱动它们选择性密码子选择的主要因素。这些sep的相对氨基酸丰度不同。
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引用次数: 1
Effect of load distribution of the backpack- a design study 背包载荷分布的影响——设计研究
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735368
S. Atreya, U. Singh, R. Ribeiro, S. Anand, A. Jaryal, Sakti Srivastava
Backpack or school bag weight carried by children has raised concerns in worldwide countries over recent decades. School going children face a major problem because of the heavy weight they carry to school everyday as it leads to many problems such as a bent posture and decreased work efficiency. The prescribed weight to be carried by children has been determined to be 10–15% of their body weight; however literature shows that the majority of them carry up to 30% of their body weight. Design changes were introduced in a standard backpack to see how it would facilitate load distribution over the upper torso such that the load is not concentrated on the trunk alone. Subjects were asked to carry out trials with 0% body weight, 15% body weight with a standard backpack and 15% body weight with the modified backpack with arm straps. ECG data using Biopac MP150 was collected and the results between the three trials were compared. The results show loads of 15% of body weight or above significantly increased the amplitude of the R wave which was lower in case of carrying 15% of body weight with the arm strap. Thus the modified backpack has a potential for efficient load carriage.
近几十年来,儿童背包或书包的重量在世界各国引起了人们的关注。上学的孩子们面临着一个主要的问题,因为他们每天都带着沉重的重量上学,这导致了许多问题,比如弯腰驼背和工作效率下降。儿童的规定体重为其体重的10-15%;然而,文献表明,他们中的大多数人携带的重量高达其体重的30%。设计上的改变被引入到一个标准的背包中,看看它如何促进负载在上半身的分配,这样负载就不会集中在单独的躯干上。受试者被要求以0%体重、15%体重的标准背包和15%体重的改良背包进行试验。采用Biopac MP150采集心电图数据,比较三组试验结果。结果表明,当载荷为体重的15%或以上时,R波的振幅显著增加,而当臂带承重为体重的15%时,R波的振幅较低。因此,改进后的背包具有有效装载的潜力。
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引用次数: 4
Color-image processing: An introduction with some medical application-examples 彩色图像处理:介绍及一些医学应用实例
Pub Date : 2010-12-01 DOI: 10.1109/ICSMB.2010.5735331
R. R. Galigekere
Color is that attribute of light-energy which is related to the wavelength. It is well known that color carries a very important part of information regarding objects of interest in an image. This talk introduces the audience to the representation of color (color-models) and color-based segmentation of images, with several illustrative examples from the speaker's research-experience in this area over the past few years. Application-examples considered in this talk include (i) wound-image processing, (ii) TB-screening, and (iii) Segmentation of Fascia.
颜色是光能的属性,与波长有关。众所周知,在图像中,颜色承载着关于感兴趣的物体的信息的非常重要的一部分。这个演讲向观众介绍了颜色的表示(颜色模型)和基于颜色的图像分割,并从演讲者过去几年在这个领域的研究经验中举出了几个说明性的例子。本讲座考虑的应用示例包括(i)伤口图像处理,(ii)结核病筛查,(iii)筋膜分割。
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引用次数: 3
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2010 International Conference on Systems in Medicine and Biology
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