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2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE)最新文献

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Hybrid SPECT/MSCT 3D computational preoperative simulation in breast cancer surgery 乳腺癌手术前SPECT/MSCT三维混合计算模拟
D. Nikolić, M. Matović, M. Jeremić, A. Cvetkovic, S. Ninkovic, M. Kojic, N. Filipovic
Hybrid imaging combining CT and SPECT is becoming a state of the art nuclear medicine technique. Advantages of hybrid imaging are improved quality of the images using CT data for attenuation correction based on true transmission density data in an individual patient, and CT and SPECT fusion images providing accurate localization of the tracer uptake. Accurate localization of increased tracer uptake is very important especially in the diagnostic of tumors. For this purpose a software developed for generating 3D models from standard DICOM images, obtained from CT and SPECT, and then merging these 3D objects, provides us with the exact location of sentinels nodes. This is certainly very helpful for a surgeon performing biopsy. The ability of SPECT/CT to improve diagnostic accuracy, especially specificity, has a great potential in further development of nuclear medicine techniques in evaluation of tumors.
CT与SPECT相结合的混合成像技术正在成为核医学技术的发展方向。混合成像的优点是,基于单个患者的真实透射密度数据,使用CT数据进行衰减校正,提高了图像质量,CT和SPECT融合图像提供了对示踪剂摄取的准确定位。准确定位增加的示踪剂摄取是非常重要的,特别是在肿瘤的诊断。为此,开发了一种软件,用于从CT和SPECT获得的标准DICOM图像生成3D模型,然后合并这些3D对象,为我们提供哨兵节点的确切位置。这对外科医生进行活组织检查是很有帮助的。SPECT/CT提高诊断准确性,特别是特异性的能力,在进一步发展核医学技术评价肿瘤方面具有很大的潜力。
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引用次数: 1
Mathematical modeling of ATP release in response to mechanical stimulation of chondrogenic cells 软骨细胞机械刺激下ATP释放的数学模型
I. Gadjanski, N. Filipovic
One of the key challenges in osteochondral tissue engineering is to achieve mechanical properties in the engineered tissue that are equivalent to the native tissue. Detailed knowledge of the mechanotransduction pathways occuring in the native tissue is necessary before manipulation towards the aimed properties in the engineered tissue. Purinergic (ATP-mediated) signaling is proving to be one of the main mechanisms how the chondrogenic cells sense and respond to the mechanical stimulation. In this study we performed experiments to evaluate the mechanosensitive purinergic response of chondrocytes and chondrogenic mesenchymal stem cells and we further developed a mathematical model showing ATP release changes in loaded vs. unloaded cell constructs over time. Such model can be of value in determining the potential for pharmacological manipulation of the purinergic mechanotransduction in the engineered osteochondral tissues.
骨软骨组织工程的关键挑战之一是在工程组织中实现与天然组织等效的机械性能。在对工程组织中的目标特性进行操作之前,必须详细了解原生组织中发生的机械转导途径。嘌呤能(atp介导)信号被证明是软骨细胞感知和响应机械刺激的主要机制之一。在这项研究中,我们进行了实验来评估软骨细胞和软骨间充质干细胞的机械敏感性嘌呤能反应,并进一步建立了一个数学模型,显示加载和卸载细胞结构中ATP释放随时间的变化。这种模型在确定工程骨软骨组织中嘌呤能机械转导的药理学操作潜力方面具有价值。
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引用次数: 2
Simulation of the UV/Vis spectra of flavonoids 黄酮类化合物的紫外/可见光谱模拟
Jelena Tošović, Z. Milosevic, S. Marković
The UV/Vis properties of 14 naturally occurring flavonoids, including flavones, flavonols, and isoflavones, were investigated. The TDDFT approach in combination with the B3LYP method and 6-311+G(d, p) basis set was applied. To avoid the Kohn-Sham orbitals, whose shapes are misleading when used to interpret and describe electronic transitions, the natural bond orbital analysis was applied. Taking into account the energy gap, spatial separation, and character of the π bonding, lone pair, and π* antibonding natural localized molecular orbitals (NLMOs), the "NLMO clusters" were constructed. NLMO cluster is a molecular moiety characterized with distinguished electron density. Our investigation showed that the TDDFT and NBO approaches are complementary, implying that the results from the two theories can be combined to better understand the redistribution of electron density upon excitation. Agreement between the predictions of the TDDFT approach and those based on the NLMO clusters is excellent in the case of major electronic transitions and small excitation energies.
研究了14种天然黄酮类化合物(黄酮、黄酮醇和异黄酮)的紫外/可见特性。采用TDDFT方法结合B3LYP方法和6-311+G(d, p)基集。为了避免Kohn-Sham轨道的形状在解释和描述电子跃迁时具有误导性,应用了自然键轨道分析。考虑π键、孤对和π*反键自然定域分子轨道(NLMOs)的能隙、空间分离和性质,构建了“NLMO簇”。NLMO簇是一种具有显著电子密度的分子片段。我们的研究表明,TDDFT和NBO方法是互补的,这意味着两种理论的结果可以结合起来更好地理解激发后电子密度的重新分布。在主要电子跃迁和小激发能的情况下,TDDFT方法的预测与基于NLMO团簇的预测之间的一致性非常好。
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引用次数: 1
Designing of a low-cost, volumetric multi — Transducer phased array ultrasound system 一种低成本、体积多换能器相控阵超声系统的设计
Michail Tsakalakis, N. Bourbakis
There is an undisputed need for increased portability and flexibility in diagnostic ultrasound imaging due to the continuously evolving point of care (POC) clinical applications. In order to meet this growing need numerous portable ultrasound systems have been proposed. The design of portable systems is a very challenging task, especially for volumetric imaging system which utilize transducers with hundreds and thousands of elements. This study presents a new low-cost, portable volumetric ultrasound system for ambulatory healthcare monitoring which can serve as an enhanced alternative to the existing portable systems. All hardware components along with vital processes that are performed during the image acquisition, are presented in details. Initially, the design of the proposed 2-D phased array transducer is introduced and its performance is evaluated. Secondly, all hardware components of the system are explicitly presented and finally a software-based methodology for image enhancement that is based in image fusion and a super - resolution technique is described. The imaging quality of the designed transducer is investigated through simulations using FIELD II. Additionally, preliminary simulation results of the applied methodology for 3D images, show significant image quality improvement, especially in the regions where recording from all transducers was possible.
由于护理点(POC)临床应用的不断发展,诊断超声成像的便携性和灵活性无可争议。为了满足这种日益增长的需求,已经提出了许多便携式超声系统。便携式系统的设计是一项非常具有挑战性的任务,特别是对于使用成百上千个元件的传感器的体积成像系统。本研究提出了一种新的低成本、便携式容积超声系统,用于门诊医疗监测,可以作为现有便携式系统的增强替代方案。详细介绍了所有硬件组件以及在图像采集期间执行的重要进程。首先介绍了二维相控阵换能器的设计,并对其性能进行了评价。其次,详细介绍了系统的硬件组成,最后介绍了一种基于图像融合和超分辨率技术的基于软件的图像增强方法。利用FIELD II仿真软件对所设计换能器的成像质量进行了研究。此外,3D图像应用方法的初步模拟结果显示,图像质量显著提高,特别是在可以从所有换能器记录的区域。
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引用次数: 2
Modeling of radiation dose of human head during CT scanning using neural networks 基于神经网络的CT扫描人体头部辐射剂量建模
J. Radulović, N. Mijailovic, Vesna Ranković, M. Trajanovic, N. Filipovic
In this study the authors present the method for determination of exposure dose on human head during computer tomography (CT) scanning procedure. The method is based on the use of the feed-forward neural network (FFNN) model to predict the exposure dose on human head. The neural network with Levenberg-Marquardt learning is constructed. The training data are obtained using the Monte Carlo method simulation. The simulation is performed by generating random numbers for determination of photon direction and for quantification of interaction between X-ray photon and head tissue. Spectra of photon energy is used for 3DCT scanner, X-ray tube Model XRS-125-7K-P. The FFNN predicted values are in accordance with the values obtained by the simulation with correlation coefficient around 0.99.
在本研究中,作者提出了计算机断层扫描(CT)过程中人体头部暴露剂量的测定方法。该方法基于前馈神经网络(FFNN)模型来预测人体头部的照射剂量。构造了具有Levenberg-Marquardt学习的神经网络。训练数据采用蒙特卡罗方法进行仿真。模拟是通过产生随机数来确定光子方向和量化x射线光子与头部组织之间的相互作用来进行的。光子能量光谱用于3DCT扫描仪,x射线管XRS-125-7K-P型。FFNN预测值与仿真得到的预测值基本一致,相关系数在0.99左右。
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引用次数: 0
An algorithmic approach for the effect of transcription factor binding sites over functional gene regulatory networks 转录因子结合位点对功能性基因调控网络影响的一种算法方法
L. Koumakis, G. Potamias, K. Marias, M. Tsiknakis
Demand for analyzing very large datasets is increasing, especially with the introduction of chromatin immunoprecipitation sequencing which is a recent method of Next Generation Sequencing used to analyze protein interactions with DNA. The development of new technologies is revolutionizing genome-wide analysis and scientists' abilities to have a better understanding of the biological meaning but inferring gene regulatory networks from such data is still a major challenge in systems biology. Complex reactions at the molecular level in living cells and such knowledge, as it relates to specific phenotype, necessarily implies that a key molecular target should be considered within the framework of its gene regulatory network. The objective of our study is to explore the effect of proteins under specific conditions (e.g. treatment or starvation), in functional sub-pathways for specific phenotype. Using public microarray expression datasets for glioma and the KEGG human gene regulatory networks as proof of concept, we identified disrupted sub-paths due to STAT3 on functional glioma pathways. We expect that the proposed algorithmic approach could aid researchers to determine the biological relevance of the binding sites over functional sub-paths and provide insights for new disease treatments.
分析大型数据集的需求正在增加,特别是随着染色质免疫沉淀测序的引入,这是一种用于分析蛋白质与DNA相互作用的新一代测序方法。新技术的发展正在彻底改变全基因组分析和科学家更好地理解生物学意义的能力,但从这些数据推断基因调控网络仍然是系统生物学的主要挑战。活细胞分子水平上的复杂反应以及与特定表型相关的知识,必然意味着应该在其基因调控网络的框架内考虑关键的分子靶标。我们研究的目的是探索蛋白质在特定条件下(例如治疗或饥饿)对特定表型的功能子通路的影响。利用公开的神经胶质瘤微阵列表达数据集和KEGG人类基因调控网络作为概念证明,我们确定了功能性神经胶质瘤通路上STAT3引起的亚通路中断。我们期望所提出的算法方法可以帮助研究人员确定功能亚通路上结合位点的生物学相关性,并为新的疾病治疗提供见解。
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引用次数: 3
An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays 现场可编程门阵列中对偶树复小波变换的区域高效实时实现
F. Canbay, Vecdi Emre Levent, Gorkem Serbes, H. F. Ugurdag, Sezer Gören, N. Aydin
Biomedical signals (BSs), which give information about the normal condition and also the inherent irregularities of our body, are expected to have non-stationary character due to the time-varying behavior of physiological systems. The Fourier transform and the short time Fourier transform are the widely used frequency and time-frequency analysis methods for extracting information from BSs with fixed frequency and time-frequency resolution respectively. However, in order to derive relevant information from non-stationary BSs, an appropriate analysis method which exhibits adjustable time-frequency resolution is needed. The wavelet transform (WT) can be used as a mathematical microscope in which the time-frequency resolution can be adjusted according to the different parts of the signal. The discrete wavelet transform (DWT) is a fast and discretized implementation for classical WT. Due to the aliasing, lack of directionality and shift-variance disadvantages, the DWT exhibits limited performance in the process of BSs. In literature, an improved version of the DWT, which is named as Dual Tree Complex Wavelet Transform (DTCWT), is employed in the analysis of BSs with great success. In this study, considering the improvements in embedded system technology and the needs for wavelet based real-time feature extraction or de-noising systems in portable medical devices, the DTCWT is implemented as a sub-system in field programmable gate arrays. In proposed hardware architecture, for every data input-channel, DTCWT is implemented by using only one adder and one multiplier. Additionally, considering the multi-channel outputs of biomedical data acquisition systems, this architecture is designed with the capability of running in parallel for N channels.
生物医学信号(BSs)提供了关于我们身体正常状态和固有不规则性的信息,由于生理系统的时变行为,生物医学信号被期望具有非平稳特性。傅里叶变换和短时傅里叶变换分别是固定频率和时频分辨率下广泛使用的频率和时频分析方法。然而,为了从非平稳BSs中获得相关信息,需要一种适当的时频分辨率可调的分析方法。小波变换可以作为一个数学显微镜,它的时频分辨率可以根据信号的不同部分进行调整。离散小波变换(DWT)是对经典小波变换的一种快速、离散化实现,但由于存在混叠、方向性不足和移位方差等缺点,使得DWT在BSs处理中表现有限。在文献中,将DWT的改进版本称为对偶树复小波变换(Dual Tree Complex Wavelet Transform, DTCWT)用于分析BSs,并取得了很大的成功。在本研究中,考虑到嵌入式系统技术的进步和便携式医疗设备对基于小波的实时特征提取或去噪系统的需求,DTCWT作为一个子系统在现场可编程门阵列中实现。在提出的硬件架构中,对于每个数据输入通道,DTCWT仅使用一个加法器和一个乘法器来实现。此外,考虑到生物医学数据采集系统的多通道输出,该架构设计具有N通道并行运行的能力。
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引用次数: 2
Gait parameters identification using video tracking — Case study 用视频跟踪识别步态参数。案例研究
Suzana Petrovic, G. Devedžić, B. Ristic, A. Matic, N. Prodanović
In studies so far have been shown that clinical analysis of the gait parameters is extremely important for improving diagnostics and following illness or deficiencies of lower extremities, as well as for analyzing recuperation levels after therapy. Purpose of this paper is to analyze possibility of using easily affordable web cameras for recording knee movement. Recordings are made with web cam on Fujitsu lifebook E laptop. Algorithm for object tracking is made in programming environment MatLAB. Five participants have participated in this research. Results are graphically presented for left and right leg for one gait cycle along straight line and values for anterior posterior (AP) translation are shown in tables for every phase of gait cycle. Acquired study results show that it is possible to measure observed parameter in this way and that values correspond with values obtained in previous studies.
迄今为止的研究表明,步态参数的临床分析对于改善诊断和跟踪下肢疾病或缺陷以及分析治疗后的恢复水平非常重要。本文的目的是分析使用容易负担得起的网络摄像机记录膝盖运动的可能性。录音是用Fujitsu lifebook E笔记本电脑上的网络摄像头拍摄的。在MatLAB编程环境下编制了目标跟踪算法。五名参与者参与了这项研究。左腿和右腿沿直线的一个步态周期的结果以图形形式显示,每个步态周期阶段的前后转换值以表格形式显示。所获得的研究结果表明,用这种方法测量观测参数是可能的,且测量值与前人的研究结果相对应。
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引用次数: 0
Ex vivo amplification kinetics of cord blood hematopoietic progenitor cells in one- and two-step hypoxic response-mimicking cultures (HRMC) 一次和两步模拟缺氧反应培养(HRMC)中脐带血造血祖细胞的体外扩增动力学
P. Duchez, L. Rodriguez, I. Gadjanski, Z. Ivanovic
In order to facilitate the transfer of our technique of expansion of cord blood hematopoietic cells to the industrial scale, we investigated if our two-step ex vivo expansion cultures can be transformed in one-step cultures. For this purpose, the cultures are initiated with the definitive medium volume and with the cell concentrations proportionally decreased. It turned out that the one-step cultures have different kinetics of cell expansion comparing to two-step cultures. However, the one-step cultures can produce more committed progenitors if maintained for 12 days than two-step ones, which can be a non-negligible advantage. To use these cultures in clinical trials it is necessary to check the activity of the hematopoietic stem cells after expansion using in vivo repopulation models.
为了促进我们的脐带血造血细胞扩增技术转移到工业规模,我们研究了我们的两步体外扩增培养能否转化为一步培养。为此,培养开始时使用确定的培养基体积,并按比例降低细胞浓度。结果表明,一步培养与两步培养相比,具有不同的细胞扩增动力学。然而,一步培养法比两步培养法如果维持12天,可以产生更多忠诚的祖细胞,这是一个不可忽视的优势。为了在临床试验中使用这些培养物,有必要使用体内再生模型来检查造血干细胞扩增后的活性。
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引用次数: 0
Using of finite element method for modeling of active cochlea 利用有限元法对活动耳蜗进行建模
V. Isailović, Milica G. Nikolić, D. Nikolić, I. Šaveljić, N. Filipovic
Human hearing system in general, and particularly the cochlea, is very interesting for investigation. The most important reason for it is hearing loss - a health problem that affects a large part of the world's human population. The highest percentage of people with hearing problems are older people, but the problem also occurs in newborns. Experimental research in this area provides some information about the level of hearing loss. Therefore, it is very useful to have a numerical model of the hearing system that can significantly contribute to the understanding of the origin of the mentioned health problem. Two numerical models are developed to investigate hearing problems: passive 3D cochlea model and 2D cochlea cross-section model. Those models are weakly coupled in order to make an active cochlea model [1].
一般来说,人类的听觉系统,尤其是耳蜗,是非常有趣的研究对象。最重要的原因是听力损失——这是一个影响世界上很大一部分人口的健康问题。听力问题比例最高的是老年人,但新生儿也会出现听力问题。这方面的实验研究提供了一些关于听力损失程度的信息。因此,有一个听力系统的数值模型是非常有用的,它可以大大有助于理解上述健康问题的起源。针对听力问题,建立了被动三维耳蜗模型和二维耳蜗横截面模型。这些模型是弱耦合的,以形成一个有源耳蜗模型[1]。
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引用次数: 0
期刊
2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE)
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