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2010 15th National Biomedical Engineering Meeting最新文献

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Topographic and temporal spectral analysis of EEG signals during anaesthesia 麻醉期间脑电图信号的地形和时间谱分析
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479800
Güray Gürkan, A. Uslu, Bora Cebeci, E. Erdogan, Itir Kasikci, T. O. Seyhan, A. Akan, T. Demiralp
In this study, we present the spatial and temporal evolution of EEG signal spectrum under anaesthesia. Studied features include SEF-90, α-β power ratios, spectral entropy that are known to be used in commercially available depth of anaesthesia monitors. As an additional and comparing feature, we also present Higuchi fractal dimension that is used for analysis of non-linear systems. By means of spatial analysis, we verified the shift of occipitally dominant alpha activity to frontal regions and demonstrated corresponding topographic plots.
在这项研究中,我们展示了麻醉下脑电图信号频谱的时空演变。研究的特征包括SEF-90, α-β功率比,已知用于市售麻醉深度监测仪的谱熵。作为一个附加和比较的特征,我们还提出了用于分析非线性系统的Higuchi分形维数。通过空间分析,我们证实了枕部主导α活动向额叶区转移,并展示了相应的地形图。
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引用次数: 3
Correlation of BAI psychological test scores with heart rate variability using wavelet packet transform and artificial neural networks in fibromyalgia syndrome 基于小波包变换和人工神经网络的纤维肌痛综合征BAI心理测试分数与心率变异性的相关性研究
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479761
S. Bilgin, O. H. Colak, Gürkan Bilgin, Ozhan Ozkan, S. Yıldız, E. Koklukaya, O. Elmas, S. Comlekci, H. Koyuncuoglu, S. Akkus
Fibromyalgia syndrome which is appeared in the form of common pain in women is a musculoskeletal disorder. Heart rate variability (HRV) is a signal as measured time between each successive QRS time obtained from ECG signal. HRV parameters are associated with autonomic nervous system in literature. FMS affects patient's psychology. Consequently some psychological tests are applied to patients for evaluation of psychological effects. Beck Anxiety Inventory (BAI) Test being applied as writing and speaking is a test consisting of 21 questions. In the study, HRV signals obtained from FMS patients and control group are decomposed into wavelet packets using Wavelet Packet Transform (WPT) and frequency bands which related to autonomic nervous system are included to study. Wavelet Packets within these frequency bands are applied to inputs of multilayer perceptron artificial neural networks (MLPNN). BAI psychological test scores are included as target values for MLPNN and each input is trained and tested as relating to target values. According to obtained accuracy values, the packets within Very Low Frequency (VLF) band has minimum accuracy values, however the packets within Low Frequency + High Frequency (LF+HF) has the best accuracy values. This study is targeted on presenting a solution for clinical studies which are evaluated using psychological test scores by physiological support.
纤维肌痛综合征是一种肌肉骨骼疾病,以女性常见疼痛的形式出现。心率变异性(HRV)是由心电信号获得的每个连续QRS时间之间的测量时间信号。文献中认为HRV参数与自主神经系统有关。FMS会影响患者的心理。因此,对患者进行一些心理测试来评估心理影响。贝克焦虑量表(BAI)测试应用于写作和口语,是一个由21个问题组成的测试。本研究采用小波包变换(wavelet Packet Transform, WPT)对FMS患者和对照组的HRV信号进行小波包分解,选取与自主神经系统相关的频段进行研究。将这些频带内的小波包应用于多层感知器人工神经网络(MLPNN)的输入。BAI心理测试分数作为MLPNN的目标值,每个输入都根据目标值进行训练和测试。根据得到的精度值,VLF (Very Low Frequency)频段内的报文精度值最小,LF+HF (Low Frequency + High Frequency)频段内的报文精度值最好。本研究旨在为临床研究提供一个解决方案,这些临床研究是通过生理支持来评估心理测试分数的。
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引用次数: 2
Demonstration of fiber direction glycogen in the rat EDL muscle with longitudinal sections: Histological assessment 大鼠EDL肌纵向切片显示纤维方向糖原:组织学评价
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479754
F. Susam, F. Ates, Can A. Yücesoy
In this study, the distribution of glycogen in fiber direction is examined histologically in rat EDL muscle in order to investigate the intramuscular mechanism of botox. The muscle was not exposed to any physical activity or electrical stimulation; it was directly subjected to histological study. The longitudinal sections obtained from the paraffin-embedded tissue was stained by Periodic Acid and Schiff (PAS) solutions, afterwards hematoxylin Mayer's and bluing agent was added. Under the influence of PAS, the areas containing glycogen was observed as blue and the nuclei was dark blue. Furthermore, fiber directions were also determined with the contribution of the second step. As a result of these studies it was observed that glycogen was distributed among the whole muscle in the fiber direction. Utilizing the obtained findings, botox injected muscle will be stained with PAS and paralyzed muscle fiber patterns will be determined. The mechanical effects of botox will be examined intramuscularly and the first results will be presented in the congress.
本研究通过对大鼠EDL肌纤维方向糖原分布的组织学观察,探讨肉毒杆菌毒素的肌内作用机制。肌肉没有受到任何身体活动或电刺激;直接进行组织学研究。石蜡包埋组织纵切片经周期性酸和希夫(PAS)染色,然后加入苏木精和发蓝剂。在PAS的作用下,含有糖原的区域呈蓝色,细胞核呈深蓝色。此外,还利用第二步的贡献确定了纤维的方向。这些研究的结果是观察到糖原在整个肌肉中沿纤维方向分布。利用获得的结果,肉毒杆菌注射肌肉将用PAS染色,并确定瘫痪的肌纤维模式。肉毒杆菌毒素的机械效应将在肌肉注射中进行测试,第一批结果将在大会上公布。
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引用次数: 0
Discretization approach to EEG signal classification using Multilayer Perceptron Neural Network model 基于多层感知器神经网络模型的脑电信号分类离散化方法
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479842
Umut Orhan, M. Hekim, M. Özer
Electroencephalogram (EEG) recording systems have been frequently used as the sources of information in diagnosis of epilepsy by several researchers. In this study, rearranged EEG signals were classified by Multilayer Perceptron Neural Network (MLPNN) model. Used data consists of five groups (A, B, C, D, and E) each containing 100 EEG segments. In this study, center points with equal interval were selected on amplitude axis of each EEG segment. EEG signals were rearranged by way of that each amplitude value was shifted to the center point closest to itself. Equal width discretization (EWD) method was used for rearrangement process. Wavelet coefficients of each segment of EEG signals were computed by using discrete wavelet transform (DWT). The mean, the standard deviation and the entropy of these coefficients was used as the inputs of MLPNN model. The model was protected from the overfitting by cross validation. Two different classification experiments were implemented by the same MLPNN model: 1) the classification of healthy volunteers, epilepsy patients during seizure and epilepsy patients during a seizure-free interval, 2) the classification of epilepsy patients during seizure and seizure-free interval. MLPNN model classified EEG signals with the accuracy of 99.60% in first experiment and 100% in second experiment. It is observed that MLPNN classification of EEG signals after rearrangement in amplitude axis provides better results.
脑电图(EEG)记录系统已被一些研究人员频繁地用作癫痫诊断的信息来源。本研究采用多层感知器神经网络(Multilayer Perceptron Neural Network, MLPNN)模型对重新排列的脑电信号进行分类。使用的数据由A、B、C、D、E五组组成,每组包含100个EEG段。本研究在每个脑电信号段的振幅轴上选取间隔相等的中心点。通过将每个振幅值移到离自己最近的中心点,对脑电信号进行重新排列。重排过程采用等宽离散化(EWD)方法。采用离散小波变换(DWT)计算脑电信号各片段的小波系数。将这些系数的均值、标准差和熵作为MLPNN模型的输入。通过交叉验证避免了模型的过拟合。采用相同的MLPNN模型进行两种不同的分类实验:1)健康志愿者、癫痫发作期间的癫痫患者和非癫痫发作间期的癫痫患者的分类,2)癫痫发作期间和非癫痫发作间期的癫痫患者的分类。MLPNN模型对脑电信号的分类精度在第一次实验中达到99.60%,在第二次实验中达到100%。结果表明,MLPNN对振幅轴重排后的脑电信号分类效果较好。
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引用次数: 7
Preparation and characterization of natural polymer-based composite films for hard tissue engineering approaches 用于硬组织工程方法的天然聚合物基复合膜的制备和表征
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479749
C. Isikli, T. Endogan, A. Kiziltay, V. Hasırcı, N. Hasirci
Hard tissue engineering has emerged to compensate for the losses in the properties of damaged bones by using scaffolds and cells. In this study, natural polymers chitosan and gelatin were used as scaffold materials because of their great resemblance to extracellular matrix elements. To enhance the mechanical properties and osteoconductivity of structures hydroxyapatite was added. This study is about the characterization of physico-chemical properties and cell behavior on scaffolds to optimize chitosan-gelatin ratio and aims to assess the effects of hydroxyapatite addition into polymeric matrix. According to thermal test results, decomposition temperatures decreased with non-sintered hydroxyapatite (nsHA) addition. Mechanical test results of composite structures were similar to that of cortical bone. Chitosan-gelatin films prepared with same amount of polymers showed the highest swelling degree. While nsHA added pure chitoan films showed higher cell number with respect to chitosan films; on the contrry, chitosan-gelatin polymeric blends indicated an opposite trend after nsHA addition.
硬组织工程的出现是为了通过使用支架和细胞来弥补受损骨骼的特性损失。本研究采用天然高分子材料壳聚糖和明胶作为支架材料,因为它们与细胞外基质元素非常相似。为了提高结构的力学性能和骨导电性,添加羟基磷灰石。本研究通过表征壳聚糖-明胶支架的理化性质和细胞行为来优化壳聚糖-明胶比例,并评估羟基磷灰石加入聚合物基质的效果。热测试结果表明,未烧结羟基磷灰石(nsHA)的加入降低了分解温度。复合结构的力学测试结果与皮质骨相似。相同聚合物用量制备的壳聚糖-明胶膜溶胀度最高。而添加了nsHA的纯壳聚糖膜的细胞数比添加了壳聚糖膜的细胞数高;在国内,壳聚糖-明胶聚合物共混物在加入nsHA后表现出相反的趋势。
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引用次数: 0
Medical user interface for orthopedical surgical robotic system 骨科手术机器人系统的医疗用户界面
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479860
Yasin Güven, D. Barkana
Recent research in orthopedic surgeries indicates that computerassisted robotic systems have shown that robots may improve the precision and accuracy of the surgery which in turn leads to better long-term outcomes. An orthopedic robotic system called OrthoRoby and an intelligent control architecture that will be used in bone cutting operations were developed. In this paper, a medical user interface was developed and integrated into the OrthoRoby system. Medical user interface used Computed Tomography (CT) images of the patients' bone.
最近在骨科手术方面的研究表明,计算机辅助机器人系统表明,机器人可以提高手术的精度和准确性,从而带来更好的长期结果。一种名为orthorby的骨科机器人系统和一种智能控制体系结构将用于骨切割手术。本文开发了一个医疗用户界面,并将其集成到orthorby系统中。医学用户界面使用患者骨骼的计算机断层扫描(CT)图像。
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引用次数: 4
Monitoring the body water exchange using dielectric permeability method 用介电渗透率法监测水体交换
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479836
Mehmet Akif Özçoban, F. Latifoğlu, A. Ülgen, M. H. Asyali
Bioelectric impedance analysis (BIA) is a widely technique in determining body composition. In this method, two electrodes are placed at suitable points on the body and alternating current at different frequencies are passed through those points. Then, the voltage difference between the two points is measured and corresponding bioelectric impedance is calculated. In this study, BIA measurement calculated with dielectric permeability technique. This method differs from the conventional BIA in that, the measurement is totally noninvasive. In future studies, we will apply the proposed method in determining the amount of total body water and weight ratio of dry body mass for hemodialysis patients.
生物电阻抗分析(BIA)是测定人体成分的一种广泛的技术。在这种方法中,将两个电极放置在人体的合适点上,不同频率的交流电通过这些点。然后,测量两点之间的电压差,计算相应的生物电阻抗。本研究采用介电渗透率技术计算BIA值。该方法与传统BIA的不同之处在于,测量是完全无创的。在今后的研究中,我们将采用本文提出的方法测定血液透析患者的总水量和干体质量重量比。
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引用次数: 0
Effect of titanium surface properties on electrochemically induced biomineralization 钛表面性质对电化学诱导生物矿化的影响
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479780
F. S. Utku, Eren Seckin, G. Goller, C. Tamerler, M. Urgen
Titanium and its alloys are used in dental and orthopaedic applications. Chemical and physical properties of implant surfaces are important determinants of implant stability and osteointegration. In this study, pure titanium, anodized titania and ordered titanium dioxide nanotubular plates were coated with calcium phosphate using a modified SBF solution and pulsed electrodeposition process at 80°C, with a current density of -10mA/cm2. Calcium phosphate deposition was characterized using XRD, FTIR and FE-SEM. Although carbonated hydroxyapatite and calcium deficient hydroxyapatite phases were deposited on all surface types, the deposition on nanoporous titania displayed significant differences from those on anodized titania and flat titanium. Our results indicated that ordered titanium oxide nanotubes providing a larger surface area for hydroxide ion generation, enabled deposition of carbonated hydroxyapatite phases, which flat and anodized titania plates do not to the same extent under same reaction conditions.
钛及其合金用于牙科和矫形外科。种植体表面的化学和物理性质是种植体稳定性和骨整合的重要决定因素。在本研究中,采用改良的SBF溶液和脉冲电沉积工艺,在80℃下,在-10mA/cm2电流密度下,将纯钛、阳极氧化钛和有序二氧化钛纳米管板涂覆磷酸钙。采用XRD、FTIR和FE-SEM对磷酸钙沉积进行了表征。虽然在所有类型的表面上都沉积了碳化羟基磷灰石相和缺钙羟基磷灰石相,但纳米多孔钛表面的沉积与阳极氧化钛和平面钛表面的沉积有显著差异。我们的研究结果表明,有序氧化钛纳米管为氢氧离子的生成提供了更大的表面积,使碳化羟基磷灰石相的沉积成为可能,而在相同的反应条件下,平面氧化钛板和阳极氧化钛板的沉积程度不同。
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引用次数: 3
Simulations of elastin like proteins 类似弹性蛋白的模拟
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479831
H. Olgar, M. Bilsel
(VPGXG)n polypeptides known as elastin-like polypeptides with different biological, biomechanical, biochemical and biophysical properties stand out suitable structures appropriate for production of several biomaterials, in the first instance, tissue, microtube and nanotube in tissue engineering. Therefore, understanding the structural properties of such peptides comes into prominence. For this purpose, structural properties of elastin-like polypeptides have been investigated by computer simulation methods in our study. Our simulations have been carried out by multicanonical algorithm having a wide range of application area from solid state to biophysics, the most powerful algorithm in generalized ensemble family. By taking n=1 and changing aminoacid X, hydrophobicity scale has been established in the forepart of our study, afterwards the effect on structural transition temperature has been determined in a solvent (SCH2) and vacuum. In the second part, choosing VPGVG, the most repeating pentapeptide sequence in elastin-like proteins, and taking n=1, 2, 3, 4, change in structural transition temperature and secondary structure formation caused by the transition from smaller molecule to larger one have been determined.
(VPGXG)n多肽被称为弹性蛋白多肽,具有不同的生物学、生物力学、生物化学和生物物理特性,适合于生产几种生物材料,例如组织工程中的组织、微管和纳米管。因此,了解这类肽的结构特性变得尤为重要。为此,本研究采用计算机模拟方法对弹性蛋白样多肽的结构特性进行了研究。我们采用广义集成族中最强大的多范式算法进行了模拟,从固体到生物物理都有广泛的应用领域。在前期研究中,我们取n=1,改变氨基酸X,建立了疏水性尺度,然后在溶剂(SCH2)和真空中测定了疏水性对结构转变温度的影响。第二部分选取弹性蛋白样蛋白中重复次数最多的五肽序列VPGVG,取n= 1,2,3,4,测定由小分子向大分子转变引起的结构转变温度和二级结构形成的变化。
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引用次数: 0
A fully automatic photogrammetric system design using a 1.3 MP web camera to determine EEG electrode positions 全自动摄影测量系统设计,采用1.3 MP网络摄像头确定脑电电极位置
Pub Date : 2010-04-21 DOI: 10.1109/BIYOMUT.2010.5479777
G. Şengül, U. Baysal
In this study a fully automatic fotogrammetric system is designed to determine the EEG electrode positions in 3D. The proposed system uses a 1.3 MP web camera rotating over the subject's head. The camera is driven by a step motor. The camera takes photos in every 7.20 angles during the rotation. In order to realize full automation, electrodes are labeled by colored circular markers and an electrode identification algorithm is develeoped for full automation. The proposed method is tested by using a realistic head phantom carrying 25 electrodes. The positions of the test electrodes are also measured by a conventional 3-D digitizer. The measurements are repeated 3 times for repeatibility purposes. It is found that 3-d digitizer localizes the electrodes with an average error of 8.46 mm, 7.63 mm and 8.32 mm, while the proposed system localizes the electrodes with an average error of 1.76 mm, 1.42 mm and 1.53 mm.
本文设计了一种全自动摄影测量系统,用于脑电电极的三维定位。该系统使用一个130万像素的网络摄像头,在被摄者的头上旋转。照相机由步进电机驱动。相机在旋转过程中以7.20个角度拍摄照片。为了实现全自动化,采用彩色圆形标记对电极进行标记,并开发了一种全自动化电极识别算法。该方法通过一个带有25个电极的真实头部幻影进行了测试。测试电极的位置也由传统的三维数字化仪测量。为了重复,测量重复3次。研究发现,三维数字化仪对电极的定位平均误差分别为8.46 mm、7.63 mm和8.32 mm,而所提出的系统对电极的定位平均误差分别为1.76 mm、1.42 mm和1.53 mm。
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引用次数: 0
期刊
2010 15th National Biomedical Engineering Meeting
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