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2018 25th National and 3rd International Iranian Conference on Biomedical Engineering (ICBME)最新文献

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Modeling the strategies of interactions between melanoma tumor and CD8+ immune cells using game theory 利用博弈论建模黑色素瘤肿瘤与CD8+免疫细胞相互作用的策略
Fahimeh Akbarian, S. Rahbar, Sajad Shafiekhani, A. Jafari, J. Hajati
The cooperation between biologists and mathematicians made the new field of research which is called biological modeling. In this study, we employed an agent-based model for modeling tumor-immune interactions. The parameters of the agent-based model are optimized so that the results of the model can follow the experimental data from the animal assay. The probabilities of the tumor-immune interactions are formulated from this model and used to design a mixed game between tumor and immune system. The payoffs and the values of this game are calculated for every time step. The results of the game are compatible with the steady state of the system in the scenario of tumor escaping the immune system. Specifically, evaluating the game value during the simulation time enables us to find the exact moment of changing strategies in favor of tumor to win this game. This game can be used to study the dynamics of the model and how tumor and immune cells select their behavioral strategies during the time and help to get a better understanding of tumor-immune system interactions.
生物学家和数学家的合作开辟了一个新的研究领域,叫做生物建模。在这项研究中,我们采用了一种基于agent的模型来模拟肿瘤-免疫相互作用。对基于agent的模型参数进行了优化,使模型结果与动物实验数据一致。从该模型推导出肿瘤与免疫系统相互作用的概率,并用于设计肿瘤与免疫系统的混合博弈。这个博弈的收益和值是根据每个时间步来计算的。游戏结果与肿瘤逃离免疫系统场景下的系统稳态相一致。具体来说,在模拟时间内评估博弈值可以让我们找到有利于肿瘤赢得这场博弈的改变策略的确切时刻。这个游戏可以用来研究模型的动力学,以及肿瘤和免疫细胞在这段时间内如何选择它们的行为策略,并有助于更好地理解肿瘤与免疫系统的相互作用。
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引用次数: 2
Diagnosis of Autoimmune Hepatitis with High-Order Fuzzy Cognitive Map 用高阶模糊认知图诊断自身免疫性肝炎
Hosna Nasiriyan-Rad, A. Amirkhani, A. Naimi
In this paper, we provide a novel technique based on a high-order fuzzy cognitive map (HFCM) to predict autoimmune hepatitis (AIH). The basic features that are extracted by specialists are used as the input concepts of the HFCM model. Particle swarm optimization (PSO) algorithm is used to enhance the capability and increase the efficiency of HFCM classification. In order to evaluate the performance, our method is applied to 216 patients. In this paper, we have also used the chaotic PSO (CPSO) algorithm; which, as extensions of PSO algorithm, improve the performance of PSO in terms of global optimality, reliability, convergence speed and solution accuracy. The results of applying different CPSOs are compared with classical PSO. The best results in this case, which are achieved by applying the CPSO, are 85.71%, 86.21% and 87.88% for the definite, probable and improbable classes, respectively. Therefore, the highest grading accuracies are achieved by using the combination of fourth order learned HFCM by CPSO.
本文提出一种基于高阶模糊认知图(HFCM)预测自身免疫性肝炎(AIH)的新方法。专家提取的基本特征作为HFCM模型的输入概念。采用粒子群优化(PSO)算法增强HFCM分类能力,提高分类效率。为了评价该方法的效果,我们将该方法应用于216例患者。在本文中,我们还使用了混沌粒子群算法(CPSO);作为粒子群算法的扩展,提高了粒子群算法在全局最优性、可靠性、收敛速度和求解精度方面的性能。并与经典粒子群算法进行了比较。在本案例中,应用CPSO对确定类、可能类和不可能类的最佳结果分别为85.71%、86.21%和87.88%。因此,结合CPSO的四阶学习HFCM,可以获得最高的分级精度。
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引用次数: 1
Synthesis, Characterization and Electrospinning of Novel Chitosan Derivative for Tissue Engineering Applications 新型组织工程用壳聚糖衍生物的合成、表征及静电纺丝
R. Sedghi, Marziye Gholami, Alireza Shaabani
Synthesis of quaternized tetramethyl urea thiosemicarbazone O-carboxymethyl chitosan (CMC) as a new quaternized chitosan derivation and electrospinning of quaternized tetramethyl urea thiosemicarbazone CMC/poly (vinyl alcohol) blend solution was investigated. The chemical structure and morphology of the nanofibers were observed by Fourier transform infrared spectra analysis and scanning electron microscopy (SEM). The results indicate that prepared nanofiber may be a new candidate for tissue engineering purposes.
研究了新型壳聚糖季铵衍生物四甲基脲硫代氨基脲-羧甲基壳聚糖(CMC)的合成及四甲基脲硫代氨基脲/聚乙烯醇共混溶液的静电纺丝工艺。利用傅里叶变换红外光谱分析和扫描电镜观察了纳米纤维的化学结构和形貌。结果表明,制备的纳米纤维可能是组织工程领域的新候选材料。
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引用次数: 0
Effects of temperature distribution in the tissue around the tumor on the quality of hyperthermia 肿瘤周围组织温度分布对热疗质量的影响
Vahid Darvishi, M. Navidbakhsh, S. Amanpour
Cancer is a disease that has no definite treatment yet, and its mortality rate is high. In recent years a new method called hyperthermia has been wide-spread in clinical investigations. In this method magnetic nanoparticles (MNPs) have been injected into the cancerous tumor and warmed up to kill cancerous cells. It has been a promising method for cancer treatment but there is a lack of knowledge about temperature distribution after injection yet. In this article, the maximum temperature caused by hyperthermia with MNPs has been investigated by using a numerical method and information about MNPs distribution from recent experimental investigations done by authors. Changing the temperature’s boundary condition has also been studied to find how they can affect temperature distribution in tumor and maximum temperature. Finally, the ablation of cancerous tumors and surrounding healthy tissue has been calculated and achieving the best initial and boundary conditions for using this method to treat cancer has been discussed. Results show that the effect of hyperthermia on treatment can be increased and the time required for treatment can be reduced with the rise in body temperature before hyperthermia. Results show that the effect of hyperthermia on treatment can be increased and the time required for treatment can be reduced with the rise in body temperature before hyperthermia. Results also show by considering the heat flux in the boundary, the distribution of temperature and thus the distribution of tissue necrosis changes and the necrotized tissue reduces in some cases that the tumor is near to the body surface.
癌症是一种没有明确治疗方法的疾病,死亡率很高。近年来,一种名为热疗的新方法在临床研究中得到了广泛应用。在这种方法中,磁性纳米颗粒(MNPs)被注射到癌性肿瘤中,并被加热以杀死癌细胞。这是一种很有前景的癌症治疗方法,但目前还缺乏对注射后温度分布的了解。本文采用数值方法和作者最近实验研究的MNPs分布信息,研究了MNPs热疗引起的最高温度。研究了温度边界条件的变化对肿瘤内温度分布和最高温度的影响。最后,计算了癌变肿瘤和周围健康组织的消融,并讨论了使用该方法治疗癌症的最佳初始条件和边界条件。结果表明,热疗前体温升高可增加热疗对治疗的影响,缩短治疗所需时间。结果表明,热疗前体温升高可增加热疗对治疗的影响,缩短治疗所需时间。结果还表明,考虑边界内的热流,温度的分布从而改变组织坏死的分布,在肿瘤靠近体表的某些情况下,坏死组织减少。
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引用次数: 2
Numerical Simulation and Designing Artificial Neural Network for Water-Diamond Nanofluid Flow for Micro-Scale Cooling of Medical Equipment 医疗设备微尺度冷却用水-金刚石纳米流体流动的数值模拟及人工神经网络设计
M. Sepehrnia, Golnoush Abaei, Zahra Khosromirza, Faezeh RooghaniYazdi
Simultaneous using of MEMS (Micro Electro Mechanical Systems) and nanotechnology systems in the cooling of micro-scale electrical equipment has attracted researchers in recent years. In the present study, cooling of medical equipment with electronic board is discussed. For this purpose, water and water-diamond nanofluid with a volume fraction of 1%, 2%, 3% and 4% are used as a coolant of micro-scale cooling system. Coolants are pumped into heat sink at pressures of 5, 15, 25 and 35 kPa. The electronic chip on the board is embedded in the base plate of heat sink and generates uniform heat flux of 85kW/m2. The governing equations have been solved using finite volume method based on finite element. The results show that utilizing water-diamond nanofluid compared to water improves the cooling process so that utilizing water-diamond nanofluid with volume fraction of 4% improves the cooling process between 4.46% and 7.22%. Moreover, increasing pressure drop from 5 kPa to 35 kPa improves cooling indexes between 17.86% and 25.52%. Moreover, designing radial basis function artificial neural network shows good agreement between numerical simulation and predicted results.
近年来,微机电系统(MEMS)和纳米技术系统在微型电气设备冷却中的同步应用引起了研究人员的广泛关注。本文主要讨论了电子电路板医疗设备的冷却问题。为此,采用体积分数分别为1%、2%、3%和4%的水和水-金刚石纳米流体作为微尺度冷却系统的冷却剂。冷却剂以5,15,25和35kpa的压力泵入散热器。板上的电子芯片嵌入散热器底板内,产生均匀的热流密度85kW/m2。采用基于有限元的有限体积法求解了控制方程。结果表明:水-金刚石纳米流体与纯水相比,对冷却效果有明显改善,体积分数为4%的水-金刚石纳米流体对冷却效果的改善幅度在4.46% ~ 7.22%之间;当压降从5 kPa增加到35 kPa时,冷却指标的改善幅度在17.86% ~ 25.52%之间。设计径向基函数人工神经网络,数值模拟结果与预测结果吻合较好。
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引用次数: 4
Studying the Effects of Different Inter-Stimulus-Intervals in ADHD Adults While Performing CPT 研究不同刺激间隔对ADHD成人进行CPT的影响
Bahareh Ahkami, F. Ghassemi
Event-related potentials were investigated in this study while participants were performing a continuous performance task (CPT). A 21 electrode EEG signal was recorded in a 10-20 standard system from 50 healthy and ADHD adult subjects. After the basic pre-processing steps (band-pass and notch filtering, re-referencing and baseline rejection) Independent component analysis (ICA) was used to diminish the remaining EOG artifact. Then, event-related potentials were calculated using the time locked epochs of the cleaned signal. Afterwards, P300 morphological features such as peak amplitude and latency, were extracted and then the statistical process was carried out, to determine if the peak amplitudes and latencies have significant difference among healthy and ADHD subjects and in different inter-stimulus-intervals (ISIs). Our results show that as ISI gets longer, the difference in P300 latency between ADHD and healthy subjects gets bolder, statistical analysis and p-value confirm these results. Also, further statistic analysis is performed to figure out the effect of ISI variations in latency and peak amplitude of P300 in every subject; longer ISI leads to an increase in the latency of P300 in ADHD subjects.
本研究在被试执行连续表现任务(CPT)时对事件相关电位进行了研究。在10-20标准系统中记录50例健康和ADHD成人的21电极脑电图信号。在基本的预处理步骤(带通和陷波滤波、重新参考和基线抑制)之后,使用独立分量分析(ICA)来减少剩余的EOG伪影。然后,利用清洗后的信号的时间锁定时间计算事件相关电位。然后提取P300的峰值幅度和潜伏期等形态学特征,进行统计处理,确定健康和ADHD受试者以及不同刺激间隔(ISIs)的峰值幅度和潜伏期是否存在显著差异。我们的研究结果表明,随着ISI的延长,ADHD与健康受试者的P300潜伏期差异越来越大,统计分析和p值证实了这些结果。进一步统计分析ISI变化对各被试潜伏期和P300峰幅的影响;ISI延长导致ADHD受试者P300潜伏期增加。
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引用次数: 0
Geometrical Interpretation of Joint Diagonalization 联合对角化的几何解释
S. Akhavan, S. Esmaeili, M. Kamarei, H. Soltanian-Zadeh
Independent component analysis (ICA) is a popular approach for retrieving the independent sources generating the biomedical signals such as electroencephalography (EEG) and functional magnetic resonance imaging (fMRI). Joint diagonalization (JD) of a set of target matrices, which are extracted from the biomedical signals, is one of the popular approaches for performing ICA. The main difference among the JD algorithms is the criterion which is defined to extract the demixing (diagonalizer) matrix. This paper provides a geometrical interpretation for JD helping us to propose a new set of criteria for JD which are robust against noise and quickly optimized. Simulation results demonstrate the effectiveness of the proposed criteria relative to state-of-the-art JD criteria.
独立分量分析(ICA)是一种常用的提取生物医学信号独立源的方法,如脑电图(EEG)和功能磁共振成像(fMRI)。联合对角化(JD)是从生物医学信号中提取的一组目标矩阵,是进行ICA的常用方法之一。JD算法之间的主要区别在于定义了提取脱混(对角化)矩阵的准则。本文提供了JD的几何解释,帮助我们提出了一套新的JD标准,该标准对噪声具有鲁棒性,并且可以快速优化。仿真结果证明了所提出的准则相对于最先进的JD准则的有效性。
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引用次数: 1
Electromyographic activity of selective lower extremity muscles comparison between ankle-foot orthosis and barefoot gait 踝足矫形器与赤脚步态的选择性下肢肌肉肌电活动比较
H. Barnamehei, Mohsen Alimadad, S. Alizadeh, Sedigheh Zarrabi Mofrad, F. Bagheri
The aim of this study was to compare the effects of an ankle-foot orthotic on lower limb neuromuscular activity during walking. Twenty-two participants were recruited. The muscle activity of six muscles of both legs was recorded: the Vastus Medialis (VM), the Tibialis Anterior (TA), the Biceps Femoris (BF), the Semitendinosus (ST), the Gastrocnemius Medial (GM) and the Vastus Lateralis (VL) via surface electrodes during gait. Two experimental conditions were assessed: (i) barefoot, (ii) an ankle-foot orthotic (AFO). Results presented significant differences for the peak amplitude and the time of peak amplitude for LST, LGM, LVL, and RVM when comparing the two experimental conditions (p < 0.05). Significant differences were found between the barefoot and orthotic conditions and with relatively minor effect for RBF, RST, and RGM. We discuss how these differences are most probably related with the knee-ankle-foot orthotics, the shape of the orthotics and weight of the orthotics. Future study is needed to evaluate differences between these conditions when participants walk or run for longer distances.
本研究的目的是比较踝足矫形器对行走时下肢神经肌肉活动的影响。招募了22名参与者。通过表面电极记录两条腿的6块肌肉:股内侧肌(VM)、胫前肌(TA)、股二头肌(BF)、半腱肌(ST)、腓肠肌内侧肌(GM)和股外侧肌(VL)在步态过程中的肌肉活动。评估了两种实验条件:(i)赤脚,(ii)踝足矫形器(AFO)。两种实验条件下LST、LGM、LVL和RVM的峰值振幅和峰值时间比较,差异均有统计学意义(p < 0.05)。赤脚和正畸条件之间存在显著差异,对RBF、RST和RGM的影响相对较小。我们讨论了这些差异如何最有可能与膝盖-脚踝-脚矫形器,矫形器的形状和矫形器的重量有关。未来的研究需要评估参与者在长距离行走或跑步时这些情况之间的差异。
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引用次数: 10
Design of a Low Noise Low Power Amplifier for Biomedical Applications 生物医学用低噪声低功率放大器的设计
Rasoul Pakdel, H. F. Baghtash
In this paper an ultra-low power two-stage amplifier for EEG signal amplifying is presented. A BulkDriven Folded Cascode structure is used. To reduce the flicker noise, PMOS input transistors with large gate areas and operating in sub-threshold region are used. The circuit is designed and simulated using the 0.18µm process, in the Analog Design Environment of Cadence Virtuoso. The performance of the circuit is studied at all process corners, namely TT, FF, FS and SF, along with Monte Carlo analysis. The amplifier achieving an open loop dc gain of 83.58dB, 7.7pV2/Hz input referred noise at 10Hz and power consumption of 0.351µW with 0.5V supply voltage and 35nA current source.
介绍了一种用于脑电图信号放大的超低功耗两级放大器。使用了BulkDriven折叠级联结构。为了降低闪烁噪声,采用了工作在亚阈值区域的大栅极面积PMOS输入晶体管。在Cadence Virtuoso的模拟设计环境中,采用0.18µm工艺对电路进行了设计和仿真。研究了电路在TT、FF、FS和SF各个工艺角的性能,并进行了蒙特卡罗分析。该放大器的开环直流增益为83.58dB, 10Hz时输入参考噪声为7.7pV2/Hz,电源电压为0.5V,电流源为35nA,功耗为0.351µW。
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引用次数: 2
Comparison of the Effect of EDC and Glutaraldehyde as Cross-linkers on Morphology and Swelling Ratio of Gelatin/Chitosan Scaffolds for Use in Skin Tissue Engineering EDC与戊二醛交联对明胶/壳聚糖皮肤组织工程支架形态及溶胀率影响的比较
Yeganeh Dorri Nokoorani, A. Shamloo
Skin is the body's largest organ, the first layer protecting the internal organs of the body from external damages. Because of this, the skin is exposed to many injuries, which, if severe, will require external intervention for treatment. One of the methods for treating severe skin lesions is tissue engineering. In the present study, chitosan and gelatin in three different ratios are utilized to skin scaffold construction and the effect of EDC and two different percentages of Glutaraldehyde as cross-linkers on morphology and swelling ratio of the mentioned scaffolds has been investigated. The results indicate that in general, the pores in the samples cross-linked by Glutaraldehyde are more uniform than those cross-linked by EDC and the samples immersed in EDC solution, have a layered structure. Furthermore, it can be concluded that in the samples cross-linked by EDC, increasing the ratio of gelatin to chitosan, reduces the average pore size, the percentage of porosity, swelling ratio, and water uptake of them, which is reversed in the samples containing Glutaraldehyde. In addition, the results show that by increasing the percentage of Glutaraldehyde from 0.01% to 0.02%, the water uptake and swelling ratio of the samples increase.
皮肤是人体最大的器官,是保护身体内部器官免受外界伤害的第一层。因此,皮肤暴露于许多损伤,如果严重,将需要外部干预治疗。组织工程是治疗严重皮肤损伤的方法之一。本研究采用三种不同比例的壳聚糖和明胶构建皮肤支架,考察了EDC和两种不同比例的戊二醛作为交联剂对支架形态和膨胀率的影响。结果表明,总体而言,戊二醛交联样品的孔隙比EDC交联样品的孔隙更均匀,浸在EDC溶液中的样品具有层状结构。此外,在EDC交联的样品中,增加明胶与壳聚糖的比例会降低样品的平均孔径、孔隙率、溶胀率和吸水率,而在戊二醛交联的样品中则相反。另外,戊二醛的添加量从0.01%增加到0.02%,样品的吸水率和溶胀率都有所提高。
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引用次数: 0
期刊
2018 25th National and 3rd International Iranian Conference on Biomedical Engineering (ICBME)
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