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2022 29th National and 7th International Iranian Conference on Biomedical Engineering (ICBME)最新文献

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Numerical analysis of dual-phase lag effects on thermal response during focused ultrasound 双相位滞后效应对聚焦超声热响应的数值分析
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10052857
B. Zeinali, A. Mojra
The effectiveness of a hyperthermia-induced treatment depends on correct prediction of the tissue response to the thermal load. The bioheat transfer equation modified by dual time delays (DPL), is one of the models used to determine the temperature profile within the tissue. The DPL time delays are crucial for accurately estimating the temperature field in the target tissue. In the present work, heat is generated using the FU technique. After that, it is looked at how time delays affect the temperature distribution at the focal point inside the cancerous tissue. The results showed that the focal point's temperature distribution significantly depends on $tau_{q}$ and $tau_{T}$. In the same line, with the increase of both parameters, the maximum temperature tends to have a lower value. Finally, the results show that the temperature distribution has stronger dependence on $tau_{T}$ compared to $tau_{q}$. Results of the study can be used for an effective planning of thermal treatment.
高温诱导治疗的有效性取决于对组织对热负荷反应的正确预测。双时间延迟修正的生物传热方程(DPL)是用于确定组织内温度分布的模型之一。DPL时间延迟对于准确估计目标组织的温度场至关重要。在本工作中,利用FU技术产生热量。之后,观察时间延迟如何影响癌组织内焦点的温度分布。结果表明,焦点的温度分布与$tau_{q}$和$tau_{T}$有显著的关系。在同一条线上,随着这两个参数的增加,最高温度的值趋于更低。最后,结果表明,温度分布对$tau_{T}$的依赖性比$tau_{q}$强。研究结果可用于有效的热处理规划。
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引用次数: 0
Antiepileptic capacity of c-tDCS: A computational modeling study c-tDCS抗癫痫能力的计算模型研究
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10052924
Hossein Soroushi, F. Bahrami
Transcranial Direct-Current Stimulation (tDCS), as a safe and non-invasive neuromodulator, has been recently the center of attention for the treatment and management of neurological disorders. However, the intervening mechanisms of tDCS are not completely understood, and in consequence, it was not possible or advisable to utilize it as an effective treatment. In this work, by integrating a neural mass model of the thalamocortical system, which can generate and induce different types of seizures, and the physiological aspects of the interaction between tDCS and the brain, such as permissible current and how it must be involved in different neural populations, we have proposed a basic model. Then, by connecting several units of the basic model and applying a learning rule to calculate properly the connectivity weights between units, a multi-zone model is established. Our simulation results explained the ever-increasing connectivity between pre-and post-stimulation, an accepted feature of tDCS. Then, we described computationally (based on bifurcation analysis) how this change in connectivity can lead to a reduction in epileptic susceptibility.
经颅直流电刺激(tDCS)作为一种安全、无创的神经调节剂,近年来已成为神经系统疾病治疗和管理的热点。然而,tDCS的干预机制尚不完全清楚,因此,不可能或不建议将其作为有效的治疗方法。在这项工作中,通过整合丘脑皮质系统的神经团模型,它可以产生和诱发不同类型的癫痫发作,以及tDCS与大脑相互作用的生理方面,如允许电流以及它必须如何参与不同的神经群,我们提出了一个基本模型。然后,通过连接基本模型的多个单元,并应用学习规则计算单元之间的连通性权重,建立多区域模型。我们的模拟结果解释了刺激前和刺激后之间不断增加的连通性,这是tDCS的一个公认特征。然后,我们通过计算(基于分岔分析)描述了这种连通性的变化如何导致癫痫易感性的降低。
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引用次数: 0
Fabrication of a biocompatible electroconductive scaffold based on ascorbic acid-doped polyaniline for bone tissue engineering 基于抗坏血酸掺杂聚苯胺的骨组织工程生物相容性导电支架的制备
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10053046
Houra Rezagholi, Zohreh Daraeinejad, I. Shabani
One of the main challenges of using polyaniline (PANI) in tissue engineering, is the cytotoxicity of PANI dopants, which compromises their biocompatibility. Herein, we aimed to substitute a biocompatible dopant instead of other cytotoxic dopants such as, camphor sulfonic acid (CSA). For this purpose, poly-L-lactic acid (PLLA) was used as a carrier polymer, PANI as a conductive agent, and AA as a biological factor and PANI dopant. Conductive scaffolds were fabricated via electrospinning. Finally, the morphology of the scaffolds was evaluated using a scanning electron microscope (SEM). By adding PANI, CSA and AA dopants to PLLA, we observed a decrease in the diameter of nanofibers from 841 ± 181 nm to 468 ± 62 nm and from 841 ± 181 nm to 546 ± 77 nm, respectively. The conductivity of the scaffolds was measured by the two-point probe, which was 9.7 × 10–5 in the PANI-CSA scaffold and 4 × 10–5 in the PANI-AA scaffold. Considering that the acidity of CSA is higher than the acidity of AA, its polymer solution has more conductivity and leads to a decrease in the diameter of nanofibers. Therefore, we proposed that PANI-AA-based nanofibers can be used as a bioactive conductive scaffold for bone tissue engineering. Since AA does not have the cytotoxicity of CSA and in addition to playing a biological role that causes bone differentiation, it also has the role of a dopant for PANI.
在组织工程中使用聚苯胺(PANI)的主要挑战之一是聚苯胺掺杂剂的细胞毒性,这损害了它们的生物相容性。在这里,我们的目标是用一种生物相容性的掺杂剂代替其他细胞毒性掺杂剂,如樟脑磺酸(CSA)。以聚l -乳酸(PLLA)为载体聚合物,聚苯胺为导电剂,AA为生物因子和聚苯胺掺杂剂。采用静电纺丝法制备导电支架。最后,用扫描电子显微镜(SEM)观察支架的形态。通过在PLLA中加入聚苯胺、CSA和AA,我们观察到纳米纤维的直径分别从841±181 nm减小到468±62 nm和从841±181 nm减小到546±77 nm。采用两点探针测定支架的电导率,PANI-CSA支架的电导率为9.7 × 10-5, PANI-AA支架的电导率为4 × 10-5。考虑到CSA的酸度高于AA的酸度,其聚合物溶液具有更高的导电性,导致纳米纤维直径减小。因此,我们提出聚苯胺-丙烯酸基纳米纤维可作为生物活性导电支架用于骨组织工程。由于AA不具有CSA的细胞毒性,除了具有引起骨分化的生物学作用外,还具有聚苯胺的掺杂剂作用。
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引用次数: 0
Evaluating the Potential of Ellipsoidal Particles for Inhalation Therapy in Comparison to Spherical Particles 评价椭球颗粒与球形颗粒在吸入治疗中的潜力
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10053048
Haniye Abdollahi, M. Nabaei, Kaveh Ahookhosh, Arash Babamiri, A. Farnoud
Inhalation therapy using dry powder inhalers play an important role in treatment of human respiratory diseases. In targeted drug delivery, it is necessary to deliver a right amount of drug to the right place for reducing the side effects, which requires a deep understanding of the behavior of inhaled particles in the human respiratory system. The purpose of present study is to evaluate the potential of ellipsoidal particles for targeting drug delivery in a realistic model of tracheobronchial airway extends from oral cavity to the fourth generation. Ellipsoidal particles with fixed minor axis of 3.6 µm and different aspect ratio in the range of 1 to 10 are injected to the airway model at steady state flow rate using the discrete phase model in Fluent software. This simulation includes drag and gravity force acting on ellipsoidal particles. The deposition patterns of ellipsoidal particles are compared to spherical particles. The results showed that flow rate has a direct effect on particle transport and consequently on deposition pattern of both ellipsoidal and spherical particles, and most of the deposition occurs in the mouth-throat. In addition, the deposition of ellipsoidal particles in the mouth-throat region reduced as the aspect ratio increased. In conclusion, ellipsoidal particles showed more flexibility for targeting drug delivery compared to spherical particles.
干粉吸入器的吸入疗法在人类呼吸系统疾病的治疗中发挥着重要作用。在靶向给药中,需要将适量的药物输送到合适的部位,以减少副作用,这就需要对吸入颗粒在人体呼吸系统中的行为有深入的了解。本研究的目的是评估椭球颗粒在从口腔延伸到第四代气管支气管气道的现实模型中靶向给药的潜力。采用Fluent软件中的离散相模型,以稳态流速将小轴固定为3.6µm、长径比在1 ~ 10范围内的椭球状颗粒注入气道模型。这个模拟包括了作用在椭球粒子上的阻力和重力。比较了椭球粒子和球形粒子的沉积模式。结果表明,流速直接影响颗粒的输运,进而影响椭球颗粒和球形颗粒的沉积方式,且大部分沉积发生在口-喉部。此外,随着长径比的增大,椭圆状颗粒在口-喉区的沉积减少。综上所述,与球形颗粒相比,椭球颗粒在靶向药物递送方面具有更大的灵活性。
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引用次数: 0
IMU-Based Estimation of the Knee Contact Force using Artificial Neural Networks 基于imu的膝关节接触力的人工神经网络估计
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10052800
Alireza Rezaie Zangene, Ramila Abedi Azar, Hamidreza Naserpour, S. H. H. Nasab
Knee joint contact force (KCF) plays a significant role in the occurrence and progression of knee osteoarthritis (KOA) disease. KCF can be used in monitoring rehabilitation progress after knee arthroplasty surgery and the design of prostheses. Currently, measuring KCF is dependent on the data extracted from gait laboratories. The combination of artificial neural networks (ANNs) and wearable technology can overcome the limitations imposed by lab-based analysis in measuring KCF. Therefore, the present study aimed to investigate the potential of a fully-connected neural network (FCNN) in predicting the KCF via three inertial measurement unit (IMU) sensors attached to the pelvis, thigh, and shank segments. Ten healthy male volunteers participated in this study. The 3D marker trajectories and ground reaction forces (GRFs) were captured at 200 Hz and 1000 Hz sampling frequencies during level-ground walking. Using a generic OpenSim model, the KCF was estimated through static optimization. The resultant KCF estimated by the musculoskeletal model was then used as the target of the neural network, while linear acceleration and 3D angular velocity data captured by three IMUs were considered as the network inputs. The network performance was investigated at intra- and inter-subject levels. Based on our findings, the proposed network of this study enables the prediction of KCF with 89% and 79% accuracy (based on the Pearson correlation coefficient) at the intra- and inter-subject levels, respectively. The results of this study promise the possibility of using IMU sensors in predicting KCF outside the lab and during daily activities.
膝关节接触力(KCF)在膝关节骨性关节炎(KOA)的发生和发展中起着重要作用。KCF可用于膝关节置换术后的康复监测和假体的设计。目前,测量KCF依赖于从步态实验室提取的数据。人工神经网络(ann)和可穿戴技术的结合可以克服基于实验室的分析在测量KCF方面的局限性。因此,本研究旨在研究全连接神经网络(FCNN)通过连接在骨盆、大腿和小腿节段的三个惯性测量单元(IMU)传感器预测KCF的潜力。10名健康男性志愿者参加了这项研究。在200 Hz和1000 Hz的采样频率下,捕获了地面行走过程中的三维标记轨迹和地面反作用力(grf)。采用通用的OpenSim模型,通过静态优化估计KCF。然后将肌肉骨骼模型估计的结果KCF作为神经网络的目标,而将三个imu捕获的线性加速度和三维角速度数据作为网络输入。网络性能在学科内部和学科间进行了研究。根据我们的研究结果,本研究提出的网络能够在学科内和学科间水平上分别以89%和79%的准确率(基于Pearson相关系数)预测KCF。这项研究的结果为在实验室外和日常活动中使用IMU传感器预测KCF提供了可能性。
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引用次数: 1
A Hilbert-based Coherence Factor for Photoacoustic Imaging 基于hilbert的光声成像相干系数
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10052999
Soheil Hakakzadeh, Z. Kavehvash
Among the different configurations of a photoacoustic imaging (PAI) system, the planar configuration has many applications. Due to the limited-view of planar configuration, the resolution and contrast of the imaging system are low. To improve resolution and contrast, the coherence factor (CF) can be applied to the reconstructed image. Although CF improves the resolution and contrast, it causes missed data in the reconstructed image. In this paper, we proposed a Hilbert-based CF (H-CF) method to compensate for the missed data issue and also increase the contrast. Three numerical studies were conducted to evaluate the proposed method's performance. The numerical results show that applying H-CF increases contrast ratio (CR), and structural similarity index measure (SSIM) up to 0.19 and 19 dB, respectively. Therefore, the proposed method can be a suitable replacement for conventional methods.
在光声成像(PAI)系统的不同结构中,平面结构有许多应用。由于平面构型视野的限制,成像系统的分辨率和对比度较低。为了提高分辨率和对比度,可以将相干系数(CF)应用到重构图像中。CF虽然提高了分辨率和对比度,但也造成了重建图像的数据缺失。在本文中,我们提出了一种基于hilbert的CF (H-CF)方法来补偿丢失的数据问题,并增加对比度。通过三个数值研究来评估该方法的性能。数值结果表明,应用H-CF可使图像的对比度(CR)和结构相似指数(SSIM)分别提高0.19和19 dB。因此,该方法可以很好地替代传统方法。
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引用次数: 2
Feature Extraction with Using S Transform for Classification of Chronic Obstructive Pulmonary Disease 基于S变换的慢性阻塞性肺疾病分类特征提取
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10052869
Mahsa Eskandari, S. Rashidi, Salar Mohammadi
There are some people all over the world who suffer from lung diseases. Chronic Obstructive Pulmonary Disease (COPD) is one of the most fatal diseases that kills a significant number of people each year. It is the third leading cause of death worldwide. Therefore, early detection of COPD and controlling the early stages of the disease can have a great impact on reducing the mortality of this diseases. firstly, it is necessary to mention that COPD contains 5 levels from COPD0 to COPD4. In this study, the S transform was used as a tool to extract the features of the lung signals. After extracting the features by using S transform, in order to reduce the number of features, the statistical methods are used. Then, in order to classify the different levels of this disease, SVM classification with K-Fold Cross validation is used, which provided accuracy, Sensitivity and Specificity of 92.59%, 83.33% and 95.23%, respectively.
全世界都有一些人患有肺病。慢性阻塞性肺疾病(COPD)是每年导致大量人死亡的最致命疾病之一。它是全球第三大死亡原因。因此,早期发现慢性阻塞性肺病并在疾病的早期阶段进行控制,可以对降低该病的死亡率产生重大影响。首先需要提到的是,COPD包含COPD0 - COPD4 5个级别。在本研究中,使用S变换作为提取肺信号特征的工具。在利用S变换提取特征后,为了减少特征的数量,采用了统计方法。然后,为了对该疾病的不同级别进行分类,采用K-Fold交叉验证的SVM分类,准确率为92.59%,灵敏度为83.33%,特异性为95.23%。
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引用次数: 0
Stress Detection Using PPG Signal and Combined Deep CNN-MLP Network 基于PPG信号和深度CNN-MLP网络的应力检测
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10052957
Yasin Hasanpoor, Koorosh Motaman, Bahram Tarvirdizadeh, K. Alipour, M. Ghamari
Stress has become a fact in people's lives. It has a significant effect on the function of body systems and many key systems of the body including respiratory, cardiovascular, and even reproductive systems are impacted by stress. It can be very helpful to detect stress episodes in early steps of its appearance to avoid damages it can cause to body systems. Using physiological signals can be useful for stress detection as they reflect very important information about the human body. PPG signal due to its advantages is one of the mostly used signal in this field. In this research work, we take advantage of PPG signals to detect stress events. The PPG signals used in this work are collected from one of the newest publicly available datasets named as UBFC-Phys and a model is developed by using CNN-MLP deep learning algorithm. The results obtained from the proposed model indicate that stress can be detected with an accuracy of approximately 82 percent.
压力已经成为人们生活中的一个事实。它对身体系统的功能有显著的影响,身体的许多关键系统,包括呼吸系统,心血管系统,甚至生殖系统都受到压力的影响。在压力出现的早期阶段就发现它是非常有帮助的,可以避免它对身体系统造成损害。利用生理信号对压力检测很有用,因为它们反映了人体非常重要的信息。PPG信号以其自身的优点成为该领域应用最广泛的信号之一。在本研究中,我们利用PPG信号来检测应激事件。本工作中使用的PPG信号是从最新的公开数据集UBFC-Phys中收集的,并使用CNN-MLP深度学习算法开发了一个模型。从所提出的模型中获得的结果表明,可以以大约82%的精度检测应力。
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引用次数: 0
Dielectrophoretic separation of RBCs from Platelets: A parametric study 红细胞与血小板介电泳分离:一项参数研究
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10052831
Mahdi Aliverdinia, Ermia Azari Moghaddam, Mohammadmahdi Eskandarisani, M M Zand
Dielectrophoresis is an active microfluidic separation method. This method utilizes an uneven electric field to manipulate particles., according to their surface charge. In this numeric study., multiple parameters affecting the separation of RBCs and platelets are addressed and investigated. It was concluded that the most important parameter., is a design element; the channel geometry. Lower inlet velocity and higher voltage and frequency were also associated with better separation of the cells.
双向电泳是一种活跃的微流体分离方法。这种方法利用不均匀电场来操纵粒子。根据它们的表面电荷。在这个数值研究中。,影响红细胞和血小板分离的多个参数被处理和研究。得出了最重要的参数。,是设计元素;通道几何。较低的入口速度和较高的电压和频率也与更好的细胞分离有关。
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引用次数: 0
How to correct Goldman- Hodgkin-Katz ion channel models to include gating nonlinearity based on available Hodgkin_Huxley models 如何修正高盛-霍奇金-卡茨离子通道模型,以包括基于现有霍奇金-赫胥黎模型的门控非线性
Pub Date : 2022-12-21 DOI: 10.1109/ICBME57741.2022.10053009
Mohammad Saeid Imani Moqadam, Nasrin Sadat Hashemi, Seyedeh Hoda Asnaashari Namaqi, S. M. Saviz
To simulate the bioelectric response of cells to electric and magnetic fields, we should model the nonlinear behavior of membrane ion channels by mathematical equations. More than 19 types of ion channels have been identified and modeled by the Hodgkin_Huxley (HH) model. Nevertheless, the Hodgkin_Huxley model has a significant simulation problem. In other words, these models cannot produce the expected nonlinear physical response at high frequencies since they explicitly model gating nonlinearity and not adjustable concentration nonlinearity. In this study, we suggested a complete model representing two kinds of nonlinearity, gating and concentration nonlinearity, to produce the expected nonlinear physical response of different voltage-gated channels. We incorporated the gating nonlinearity into the permeability coefficient defined in the Goldman- Hodgkin-Katz model (GHK), expressing concentration nonlinearity, and eventually achieved a modified GHK model for a wide variety of channels. Also, we verified these results using response diagrams of these channels available on the Channelpedia website.
为了模拟细胞对电场和磁场的生物电响应,我们应该用数学方程来模拟膜离子通道的非线性行为。超过19种类型的离子通道已经被确定并通过霍奇金-赫胥黎(HH)模型建模。然而,霍奇金-赫胥黎模型有一个显著的模拟问题。换句话说,这些模型不能在高频下产生预期的非线性物理响应,因为它们明确地模拟了门控非线性而不是可调浓度非线性。在这项研究中,我们提出了一个完整的模型来表示两种非线性,门控和浓度非线性,以产生期望的不同电压门控通道的非线性物理响应。我们将门控非线性纳入到高盛-霍奇金-卡茨模型(GHK)中定义的渗透率系数中,表达浓度非线性,并最终获得了适用于各种通道的修正GHK模型。此外,我们使用Channelpedia网站上提供的这些频道的响应图来验证这些结果。
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引用次数: 0
期刊
2022 29th National and 7th International Iranian Conference on Biomedical Engineering (ICBME)
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