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

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Does Motor Imagery Task Alter H-Reflex in FCR Muscle of The Human Hand? 运动想象任务是否改变手部FCR肌的h反射?
Seyyedeh Ensiyeh Hashemi, Mohammad Ali Ahmadi-Pajouh, Elham Shamsi
Movement is one of the most important abilities of the human being. Neurological disorders, such as spinal cord injury, stroke and Parkinson's disease can change all aspects of a patient’s life, from self-care to social behavior. One of the theories, which has a very strong evidence in rehabilitation, works on recovery of reflexes in order to treat patients. On the other hand, there has been a great deal of evidence that cerebrum has a very important role in recovery of functions. However, one open question is how these two views work together. In this research, change in the Hoffmann reflex (H-reflex) due to cortical activities was studied. The amplitude and delay of H-reflex before and after the motor imagery task were compared. Twelve healthy subjects participated in this study. Subjects were requested to imagine flexion and extension of wrist, and H-reflex was recorded during the imagery task. The EMG was recorded from flexor carpi radialis (FCR) muscle. There was a statistically significant difference between the H-reflex amplitude in the wrist flexion imagery and no-imagery condition (p-value = 0.002). However, there was no significant difference in the wrist extension imagery and no-imagery condition (p-value = 0.622). Thus, results can guide researchers to the conclusion that the motor imagery task may affect spinal reflexes.
运动是人类最重要的能力之一。神经系统疾病,如脊髓损伤、中风和帕金森病,可以改变患者生活的方方面面,从自我护理到社会行为。其中一个理论,在康复治疗中有很强的证据,就是通过恢复反射来治疗病人。另一方面,有大量证据表明,大脑在功能恢复中起着非常重要的作用。然而,一个悬而未决的问题是,这两种观点是如何协同工作的。本研究研究了大脑皮层活动对霍夫曼反射(Hoffmann reflex, H-reflex)的影响。比较运动想象任务前后h反射的振幅和延迟。12名健康受试者参加了本研究。受试者被要求想象手腕的屈伸,并在想象任务中记录h反射。记录桡侧腕屈肌肌电图。腕屈曲想像与无想像时h反射振幅差异有统计学意义(p值= 0.002)。然而,腕部伸展显像与无显像情况差异无统计学意义(p值= 0.622)。因此,研究结果可以指导研究者得出运动想象任务可能影响脊髓反射的结论。
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引用次数: 0
Adaptive beamforming with automatic diagonal loading in medical ultrasound imaging 医学超声成像中自动对角加载的自适应波束形成
A. Salari, B. M. Asl
In medical ultrasound imaging, the most famous adaptive beamforming algorithm is the minimum variance (MV). Diagonal loading (DL) method is usually used to improve the robustness of the MV. Conventional DL methods have a critical problem which is determining the loading factor ignoring the input data. To address this problem, in this paper, using the shrinkage algorithm is proposed in which the loading coefficient is completely automated and determined by the input data. The performance of the proposed algorithm is evaluated by simulated ultrasound data in Field II. In point targets simulation, it has been shown that the proposed method improves the resolution about 87% and 20%, compared to delay and sum (DAS) and MV algorithms (with a fixed loading coefficient of), respectively. In addition, in anechoic cyst simulation, the contrast and relative contrast of the proposed method has been retained, in comparison to those of the MV beamformer, while they are improved about 5% and 18%, in comparison to the DAS ones, respectively.
在医学超声成像中,最著名的自适应波束形成算法是最小方差(MV)算法。通常采用对角加载(DL)方法来提高MV的鲁棒性。传统的深度学习方法存在一个关键问题,即在忽略输入数据的情况下确定加载因子。为了解决这一问题,本文提出了采用收缩算法,其中加载系数完全自动化并由输入数据确定。通过现场II的模拟超声数据对该算法的性能进行了评价。在点目标仿真中,与延迟和和算法(DAS)和MV算法(固定加载系数)相比,该方法分别提高了87%和20%的分辨率。此外,在消声囊肿模拟中,与MV波束形成器相比,该方法的对比度和相对对比度保持不变,而与DAS相比,它们分别提高了约5%和18%。
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引用次数: 0
Effect of pH along with other variables on physical properties of collagen nanofibers pH值及其他变量对胶原纳米纤维物理性能的影响
S. Mahdavi, M. Abdekhodaie, S. Mashayekhan
In this study the effects of temperature and polymer concentration were examined on the formation of neutral and acidic collagen nanofibers using benign solution. Neutral and acidic electrospun collagen nanofibers diameter were in the range of 90 to 220 nm and 160 to 310 nm respectively. Moreover, the acidic collagen solution had more stable jets and less bead formation was observed.` Fourier transform infrared spectroscopy showed the maintenance of the collagen triple helix at the temperature lower than 25°C for only neutral samples and the transition to the random coil in acidic collagen. In consequence, regarding the application of the scaffold factors such as pH, concentration of the polymer and temperature can be altered.
本研究考察了温度和聚合物浓度对中性和酸性胶原纳米纤维形成的影响。中性和酸性电纺丝胶原纳米纤维的直径分别为90 ~ 220 nm和160 ~ 310 nm。此外,酸性胶原溶液具有更稳定的射流和较少的珠状形成。傅里叶变换红外光谱显示,只有中性样品在低于25°C的温度下,胶原蛋白三螺旋结构得以维持,而酸性胶原蛋白则向随机螺旋结构过渡。因此,对于支架的应用,如pH,聚合物的浓度和温度等因素可以改变。
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引用次数: 0
Sub-pixel X-marker detection by Hough transform Hough变换的亚像素x标记检测
Ali Yazdani, Hojjat Aalizadeh, Farshid Karimi, Saeed Solouki, H. Soltanian-Zadeh
High precision center detection of X-markers is required in many applications such as navigation surgery systems and camera calibration. Hough transform is a preferable tool for extracting intersecting lines in an image, which leads to center detection. In this paper, we detect X-marker centers by the sub-pixel precision, using Hough transform. Switching to Hough space helps us to apply processes like thresholding, filtering and weighted averaging on coordinates. The algorithm involves two parameters ‘Hough Size’ and ‘Filter Size’ required to be adjusted for best performance of the algorithm. A dataset of 900 images is used and best performance is achieved by values of 180 and 23 for the above parameters, respectively. Using this setting, 90.8% of the centers are detected successfully by the sub-pixel precision. The average distance between detected centers and reference centers is 0.51 pixels. This suggests that the proposed algorithm has the potential to be utilized for sub-pixel marker detection.
在导航、手术系统和相机校准等许多应用中都需要高精度的x标记中心检测。霍夫变换是一种较好的提取图像中相交线的工具,它可以实现图像的中心检测。本文采用Hough变换,以亚像素精度检测x标记中心。切换到霍夫空间可以帮助我们在坐标上应用阈值、滤波和加权平均等过程。该算法涉及两个参数“霍夫大小”和“过滤器大小”,需要调整以获得最佳算法性能。使用900张图像的数据集,上述参数分别为180和23时,性能最佳。在此设置下,亚像素精度的中心检测成功率为90.8%。检测中心与参考中心之间的平均距离为0.51像素。这表明所提出的算法具有用于亚像素标记检测的潜力。
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引用次数: 1
Cross-Platform E- Management for Smart Care Facilities Using Deep Interpretation of Patient Surveillance Videos 利用病人监控视频的深度解读实现智能护理设施的跨平台电子管理
Goldis Safari, Babak Majidi, Pouria Khanzadi, M. T. Manzuri
Smart health applications are increasingly used in various healthcare environments. Deep neural networks provide the ability of visual interpretation of complex environments. An important part of providing smart health and smart care services, is patient monitoring and remote clinical decision management. In this paper a deep learning based patient monitoring and clinical decision management system for smart care facilities is proposed. The proposed cross-platform e-management system is a part of a medical business intelligence framework which is capable of helping care providers with various alerts, recommendations, data analytics and dashboards for better response to the situations in a smart care facility. The proposed system processes various information including the visual information to automatically alert the physician and care provider with the status of the patients. A series of simulations are performed for scenarios including children and adult care. The simulation results show that the proposed framework is capable of providing a cross-platform solution for patient monitoring in smart care facilities.
智能健康应用程序越来越多地用于各种医疗保健环境。深度神经网络提供了复杂环境的视觉解释能力。提供智能健康和智能护理服务的一个重要组成部分是患者监测和远程临床决策管理。本文提出了一种基于深度学习的智能医疗机构患者监测与临床决策管理系统。提议的跨平台电子管理系统是医疗商业智能框架的一部分,该框架能够帮助护理提供者提供各种警报、建议、数据分析和仪表板,以便更好地响应智能护理设施中的情况。该系统处理包括视觉信息在内的各种信息,以自动提醒医生和护理提供者患者的状态。对儿童和成人护理等场景进行了一系列模拟。仿真结果表明,所提出的框架能够为智能护理机构中的患者监测提供跨平台的解决方案。
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引用次数: 5
Automatic Liver Segmentation in MR and CE-MR Images with LCVAC - GAC Approach Using Mean- shape Initialization Technique 基于平均形状初始化技术的LCVAC - GAC方法在MR和CE-MR图像中的自动肝脏分割
Kian Babanezhad, Hamed Azamoush, Safa Sanami
The Volume of the liver is a determining factor in measuring the severity of liver diseases and should be monitored regularly. Consequently, liver segmentation and volume estimation using image processing techniques play an important role in the follow up procedure. Automated liver segmentation is a challenging problem mostly addressed in CT images. MR imaging is preferred by radiologists for follow-up procedures since it does not expose patients to ionizing radiation and provides higher resolution. However, fewer studies report liver segmentation in MR images. MRI Liver segmentation represents a challenge due to presence of characteristic artifacts, such as partial volumes, noise, low contrast and poorly defined edges of the liver with respect to adjacent organs. In the present study we introduced a new automatic algorithm to 3D liver segmentation for MR and CE-MR images. The proposed algorithm includes a liver mean- shape that provides an automatic initialization together with a novel active contour method based on region with edge-weight and edge terms. In addition, different areas of liver were found, and dependent parameters were calculated automatically using modern geodesic function. We tested our algorithm on images acquired from 54 subjects in two hospitals. Finally, the results of the proposed method were compared with those of two conventional active contour methods.
肝脏体积是衡量肝脏疾病严重程度的决定性因素,应定期监测。因此,使用图像处理技术的肝脏分割和体积估计在后续程序中发挥重要作用。自动肝脏分割是一个具有挑战性的问题,主要解决在CT图像。磁共振成像是放射科医生的首选,因为它不会使患者暴露于电离辐射,并提供更高的分辨率。然而,很少有研究报道MR图像中的肝脏分割。MRI肝脏分割是一个挑战,因为存在特征性伪影,如部分体积、噪声、低对比度和肝脏相对于邻近器官的边缘不清晰。在本研究中,我们提出了一种新的自动分割算法,用于MR和CE-MR图像的三维肝脏分割。该算法包括提供自动初始化的肝脏平均形状和基于边缘权值和边缘项的区域的新颖活动轮廓方法。此外,发现肝脏的不同区域,并使用现代测地线函数自动计算相关参数。我们对两家医院的54名受试者的图像进行了算法测试。最后,将该方法与两种传统活动轮廓法的结果进行了比较。
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引用次数: 0
Numerical Simulation of Transducer-Tipped Ultrasound Catheter for Necrosis of Blood Clot through Coronary Artery 换能器尖端超声导管在冠状动脉血栓坏死中的数值模拟
N. Molaei, A. Mojra
Therapeutic ultrasound has been established as a targeted therapy treatment method. Nonlinear propagation of acoustic waves heats up the tissue especially in the region close to the ultrasound source. Intravascular Ultrasound uses thermal aspect of acoustic wave in the catheter size, in order to break down the blood clot tissue or plaque. A numerical method is conducted on three-dimensional model of the coronary artery partially blocked with a clot. The numerical simulation is developed to give a proper estimation of the temperature field through the coronary artery after implantation of the ultrasound catheter-assisted device. The wave propagates with the frequency of 1MHz and initial transducer pressure of 0.24MPa. Exposure of intravascular ultrasound leads to temperature rise of 1.54 °C during 100 seconds in the clot areas. Moreover, results show that by increasing the frequency of the transducer and the exposure time, the temperature rise could be increased.
治疗性超声已被确立为一种靶向治疗的治疗方法。声波的非线性传播使组织升温,特别是在靠近超声源的区域。血管内超声利用热方面的声波在导管的大小,以打破血凝块组织或斑块。对冠状动脉部分阻塞的三维模型进行了数值模拟。为了准确估计超声导管辅助装置植入后冠状动脉内的温度场,进行了数值模拟。波的传播频率为1MHz,换能器初始压力为0.24MPa。血管内超声暴露导致血块区域在100秒内温度升高1.54°C。结果表明,通过增加换能器的频率和曝光时间,可以提高温升。
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引用次数: 1
Retinal Blood Vessel Segmentation Based on Vessel Branch Width Adaptation 基于血管分支宽度自适应的视网膜血管分割
Elham Mohammadpour, Y. Baleghi
This paper presents a new blood vessel segmentation approach in retinal images. Initially, an enhancement method based on illumination and contrast adjustment along with Gaussian smoothing is used in preprocessing step. Local coarse vessel segmentation and vessel refinement are employed in the next step to retrieve the vessels of various thicknesses. Circle Test and Branching Segment Detection (BSD) methods are reintroduced in this paper to adjust the algorithm with the width of vessel branches. The proposed method is evaluated with a recently popular measure BAcc (Balanced Accuracy), on DRIVE database. The results show that the proposed method outperforms most of unsupervised retinal blood vessel segmentation algorithms.
提出了一种新的视网膜图像血管分割方法。首先,在预处理步骤中采用基于光照和对比度调整的增强方法以及高斯平滑。下一步采用局部粗血管分割和血管细化方法提取不同厚度的血管。本文重新引入了圆测试和分支段检测(BSD)方法,根据血管分支的宽度调整算法。在DRIVE数据库上,用最近流行的BAcc(平衡精度)度量方法对所提出的方法进行了评估。结果表明,该方法优于大多数无监督视网膜血管分割算法。
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引用次数: 1
Fixel-Based Analysis of White Matter in Temporal Lobe Epilepsy 颞叶癫痫脑白质固定分析
Mohamad Feshki, Elahe Parham, Hamid Soltanin-Zadeh
Temporal lobe epilepsy (TLE) has been investigated by many researchers in the last two decades. Many efforts have been done based on magnetic resonance imaging (MRI) data such as identifying the TLE type, identifying the missing links, and automatically classifying epileptic subjects. Investigating TLE patients has paved the way for introducing, comparing, and developing new algorithms on diffusion weighted imaging (DWI) data. Fixel study is one of the newest methods for DWI analysis. Superiority of this method over other methods such as diffusion tensor imaging (DTI) is in correct recording of cross-over fibers. Furthermore, combination of fiber density and fiber cross-section measures has created a suitable method for group studies. Using fixel-based analysis, we have depicted the most important alterations in the fiber density of TLE patients. Statistically significant alteration in the ipsilateral hemisphere has been demonstrated for both right and left TLE. Superiority of fiber density and cross-section (FDC) over fiber density (FD) for TLE studies is illustrated.
近二十年来,许多研究者对颞叶癫痫进行了研究。基于磁共振成像(MRI)数据进行了许多工作,如识别TLE类型、识别缺失环节、自动分类癫痫受试者等。研究TLE患者为引入、比较和开发弥散加权成像(DWI)数据的新算法铺平了道路。Fixel研究是DWI分析的最新方法之一。与扩散张量成像(DTI)等其他方法相比,该方法的优点是能正确记录交叉光纤。此外,纤维密度和纤维截面测量相结合,为群体研究创造了合适的方法。使用基于固定的分析,我们描述了TLE患者纤维密度最重要的变化。在统计上,同侧半球的显著改变已被证明为右侧和左侧TLE。说明了纤维密度和截面(FDC)比纤维密度(FD)在TLE研究中的优越性。
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引用次数: 2
Enhanced Biomedical Properties of Chitosan/Alginate Composites by Chemical Immobilization of Gelatin layer on the surface 化学固定化明胶层增强壳聚糖/海藻酸盐复合材料的生物医学性能
Roghayeh Haghjoo, A. Karkhaneh
This project designed surface modification for films made from natural Chitosan-Alginate polymers containing multiple ratios via chemically immobilizing the gelatin polymer. Chitosan-Alginate (C-A) solutions were prepared in 8:2, 7:3 and 5:5 weight percentages. Afterwards, these solutions were used to make composite films to use as solvent casting. Gelatin (G) was immobilized onto C-A films using the crosslinking reagents, which included Glutaraldehyde. The effects of C-A ratio, gelatin concentration, amount of crosslinking agent and duration of immobilization process on the actual immobilized layer were investigated. The films were characterized by Scanning Electron Microscopy (SEM), Furrier Transformer Infrared Spectroscopy (FTIR), Differential Scanning Calorimetry (DSC) and Zeta Potential. SEM images demonstrated that immobilization onto 7:3 and 5:5 weight percentages ratios of C-A, resulted in a more consistent gelatin layer compared to 8:2. FTIR stereoscopy, which showed the appearance of amid peak in modified films. In DSC curves, suppression in Glass Transmission Temperature (Tg) in modified films was detected. Also, Zeta potential decreased as the amount of gelatin layer on C-A films was increased. The newly developed (C-A-G) Composite films by simple, yet effective method of immobilization can be used for various biomedical applications like tissue engineering and wound healing.
本课题通过化学固定化明胶聚合物,对含有多种比例的天然壳聚糖-海藻酸盐聚合物制成的薄膜进行表面改性。壳聚糖-海藻酸盐(C-A)溶液的质量比例分别为8:2,7:3和5:5。然后,将这些溶液制成复合薄膜,用作溶剂铸造。用戊二醛等交联试剂将明胶(G)固定在C-A膜上。考察了C-A比、明胶浓度、交联剂用量和固定化时间对实际固定化层的影响。采用扫描电镜(SEM)、红外光谱(FTIR)、差示扫描量热法(DSC)和Zeta电位对膜进行了表征。扫描电镜图像表明,固定在7:3和5:5的C-A的重量百分比比8:2,导致更一致的明胶层。FTIR立体成像,在改性膜上显示出amid峰的出现。DSC曲线显示,改性膜对玻璃透射温度(Tg)有抑制作用。同时,随着C-A膜上明胶层数的增加,Zeta电位降低。新开发的(C-A-G)复合膜通过简单而有效的固定方法可用于各种生物医学应用,如组织工程和伤口愈合。
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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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