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2017 13th IASTED International Conference on Biomedical Engineering (BioMed)最新文献

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Study of a new amblyopia diagnostic and therapeutic method along with the system implementation 一种新的弱视诊疗方法的研究与系统的实现
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-014
Yin Tao, Jia Chen, Xiaoli Liu, Zhen Fang, Dalong Zhang, Qinwu Zhou, Bo Zhang
Amblyopia is a common visual related eye disease in childhood. Although traditional treatment to amblyopia is effective, there are still some disadvantages, such as poor compliance, easily leading to the healthy eyesight problem, the poor recovery of binocular and stereoscopy vision, the lack of objective parameter guidance, etc. Therefore, a new personalized amblyopia treatment solution is put forward to solve these problems combined with Pattern Visual Evoked Potential (P_VEP). A complete software system is built, including diagnosis module, treatment module, data management module and expert module. The EEG data acquisition and synchronized trigger circuit are designed using ADS 1299 EEG Front-End and 10 data collecting card to collect the raw EEG signal. Digital filtering algorithm, average superposition algorithm and wavelet algorithm are used to extract P_VEP from the raw EEG data acquired by the hardware circuit. The latency and peak of P_VEP wave is measured. The best spatial frequency is searched and obtained from the treatment training curve. It is updated automatically as treatment continues.
弱视是儿童常见的视觉相关眼病。传统的弱视治疗方法虽然有效,但仍存在依从性差、容易导致健康视力问题、双眼和立体视力恢复差、缺乏客观参数指导等缺点。因此,结合模式视觉诱发电位(P_VEP),提出了一种新的个性化弱视治疗方案来解决这些问题。构建了一个完整的软件系统,包括诊断模块、治疗模块、数据管理模块和专家模块。采用ads1299脑电信号前端和10张数据采集卡对原始脑电信号进行采集,设计了脑电信号采集和同步触发电路。采用数字滤波算法、平均叠加算法和小波算法从硬件电路采集的原始脑电图数据中提取P_VEP。测量了P_VEP波的潜伏期和峰值。从治疗训练曲线中搜索得到最佳空间频率。它会随着治疗的继续而自动更新。
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引用次数: 1
Skin lesion classification from dermoscopic images using deep learning techniques 使用深度学习技术从皮肤镜图像中分类皮肤病变
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-053
Adria Romero Lopez, Xavier Giró-i-Nieto, Jack Burdick, Oge Marques
The recent emergence of deep learning methods for medical image analysis has enabled the development of intelligent medical imaging-based diagnosis systems that can assist the human expert in making better decisions about a patients health. In this paper we focus on the problem of skin lesion classification, particularly early melanoma detection, and present a deep-learning based approach to solve the problem of classifying a dermoscopic image containing a skin lesion as malignant or benign. The proposed solution is built around the VGGNet convolutional neural network architecture and uses the transfer learning paradigm. Experimental results are encouraging: on the ISIC Archive dataset, the proposed method achieves a sensitivity value of 78.66%, which is significantly higher than the current state of the art on that dataset.
最近出现的用于医学图像分析的深度学习方法使基于智能医学成像的诊断系统得以发展,这些系统可以帮助人类专家对患者的健康做出更好的决策。在本文中,我们专注于皮肤病变分类问题,特别是早期黑色素瘤检测,并提出了一种基于深度学习的方法来解决将含有皮肤病变的皮肤镜图像分类为恶性或良性的问题。提出的解决方案是围绕VGGNet卷积神经网络架构构建的,并使用迁移学习范式。实验结果令人鼓舞:在ISIC Archive数据集上,提出的方法达到了78.66%的灵敏度值,明显高于该数据集上的当前技术水平。
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引用次数: 278
Evaluation of the relationship between diabetes and large blood vessel disease 糖尿病与大血管疾病关系的评价
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-008
Peihua Chen, Chuandi Pan
We analyzed the characteristics of diabetes-related macrovascular complications with the objective of more effectively preventing later lethal complications involving cerebral infarction. The associated diseases of approximately 8,000 diabetic patients and >50,000 non-diabetic individuals were evaluated. The distribution characteristics of the four major vascular complications, hypertension, hyperlipemia, coronary heart disease and cerebral infarction in different gender and age groups, together with the relationship among these complications, were investigated. Statistical analysis entailing >600 clinical detection indices in the two major populations (diabetic patients with or without the four major complications listed above) were performed. It is found that in southern Zhejiang Province, China, macroangiopathy is the major complication of diabetes. The most relevant four vascular diseases are hypertension, hyperlipemia, coronary heart disease and cerebral infarction. There is a clear peak prevalence of these four complications in women with diabetes around the age of 65–70 years. There were significant differences in uric acid, triglyceride, creatinine, total cholesterol, serum sodium and other indices (P < 0.05) between the diabetic populations with and without the four complications.
我们分析了糖尿病相关大血管并发症的特点,目的是更有效地预防脑梗死后致死性并发症。对大约8000名糖尿病患者和超过50000名非糖尿病患者的相关疾病进行了评估。探讨高血压、高脂血症、冠心病、脑梗死四种主要血管并发症在不同性别、不同年龄段的分布特点及其相互关系。统计分析两大人群(伴有或不伴有上述四种主要并发症的糖尿病患者)超过600项临床检测指标。研究发现,在中国浙江省南部,大血管病变是糖尿病的主要并发症。最相关的四种血管疾病是高血压、高脂血症、冠心病和脑梗死。在65-70岁的女性糖尿病患者中,这四种并发症的发生率明显达到高峰。尿酸、甘油三酯、肌酐、总胆固醇、血清钠等指标在有无这4种并发症的糖尿病人群中差异均有统计学意义(P < 0.05)。
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引用次数: 1
Circularly polarized implanted antenna with conical bio-metallic ground plane 锥形生物金属接面圆极化植入天线
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-058
Jingjing Li, I. Peter, L. Matekovits
A circularly polarized implanted antenna is designed and numerically analyzed for in-body communication. The turn-style like antenna consists of two orthogonal conformal dipoles located on the bone which contains a conical implant made up by a bio-metallic alloy. The return losses at the central frequency of the Industrial, Scientific and Medical (ISM) band (i.e., ƒ=2.45 GHz) of the two dipoles in stand-alone configurations are −46.1 dB and −57.9 dB, respectively. When both radiators are present to generate a circular polarized radiated field, the dimensions of the dipoles have been redesigned to get resonance close to 2.45 GHz. Numerical results show that circular polarization can be achieved in an angular range of 163° × 23°.
设计了一种用于体内通信的圆极化植入天线,并对其进行了数值分析。旋转式天线由两个正交的共形偶极子组成,位于骨骼上,其中包含由生物金属合金制成的锥形植入物。两个偶极子在工业、科学和医疗(ISM)频段(即,f =2.45 GHz)的中心频率处的回波损耗分别为- 46.1 dB和- 57.9 dB。当两个辐射体同时存在以产生圆形极化辐射场时,偶极子的尺寸被重新设计以获得接近2.45 GHz的共振。数值结果表明,在163°× 23°的角度范围内可以实现圆偏振。
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引用次数: 1
Effect of tubing length pump on flow derived index during rotary blood pump support 泵管长度对旋转血泵支撑过程中流量导出指标的影响
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-034
Thananya Khienwad, R. Deepankaew, Praemai Wannawat, P. Naiyanetr
The variable of connecting tube length (CTL) in rotary blood pumps (RBPs) is normally existed for the external circulatory support and thus eventually incurs the different outcome as compared to the internal circulatory support. This study aims to determine the effect of the various CTL on the measured parameters from RBP. To serve this purpose, a derived indexes from RBP under mock circulatory loop (MCL) were examined. IQ which is a slope of the linear regression between the maximal time derivative of pump flow, dQ/dtmax, and its peak to peak, QP2P, was determined to evaluate the effect of 3 different CTLs; 130, 50 and 10 cm (length of inlet tube), and 130, 50 and 50 cm (length of outlet tube). Moreover, the parameters dH/dtmax, which are the maximal time derivative of pressure head (H); AOP-LVP, and its peak to peak were derived. The slope of a linear regression between dQ/dtmax and dH/dtmax decreased during reduce CTL in contrast to IQ index. Thus, this study proved that IQ index was not significant influenced by a hydraulic resistance (including CTL) and therefore can be used to monitor the cardiac function in case of both external and internal RBP support.
旋转血泵(rbp)的连接管长度(CTL)变量通常存在于外循环支持中,从而最终导致与内循环支持不同的结果。本研究旨在确定不同CTL对RBP测量参数的影响。为此,我们对模拟循环回路(MCL)下RBP的衍生指标进行了检测。通过测定泵流量的最大时间导数dQ/dtmax与其峰对峰QP2P之间的线性回归斜率IQ来评价3种不同ctl的效果;进口管长度为130、50、10厘米,出口管长度为130、50、50厘米。参数dH/dtmax为压力水头(H)的最大时间导数;得到AOP-LVP,以及其峰与峰之间的关系。与IQ指数相比,dQ/dtmax和dH/dtmax之间的线性回归斜率在降低CTL期间减小。因此,本研究证明IQ指数不受水力阻力(包括CTL)的显著影响,因此可以用于监测外部和内部RBP支持情况下的心功能。
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引用次数: 1
Examination of sailors' balancing ability with means of motion analysing system 用运动分析系统检测水手平衡能力
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-050
B. Kiss, Gergely Nagymáté, R. Kiss
The present study aims to determine the effect of professional sailing on the balancing ability compared to a control group using ultrasound-based provocation tests on a moving platform. The balancing capacity after sudden unidirectional perturbation is characterized by following parameters: the damping time (T), the Lehr's damping ratio (D), the orientation ratio (R) and the HeadPath during double-limb standing with eyes open and eyes closed. Significant differences showed between the 4- and 8 spring setting in the case of the control group, but not in the case of the sailor group. This new finding allows us to state, that the professional practice of sailing can change the method and the efficiency of balancing. A new practice for characterizing the balancing ability, the measurement of the head movement, was involved in the research.
本研究旨在通过在运动平台上进行超声激发试验,以确定职业帆船运动对平衡能力的影响。突然单向扰动后的平衡能力由以下参数表征:阻尼时间(T)、Lehr阻尼比(D)、定向比(R)和双下肢睁眼和闭眼站立时的头径。在对照组中,4-和8弹簧组之间存在显著差异,但在水手组中没有。这个新发现让我们可以断言,专业的航海练习可以改变平衡的方法和效率。研究中引入了一种表征平衡能力的新方法——头部运动测量。
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引用次数: 0
A new approach to classification of upper limb and wrist movements using EEG signals 基于脑电信号的上肢和腕部运动分类新方法
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-049
M. A. Gull, H. Elahi, M. Marwat, Saad Waqar
Brain computer interface (BCI) systems have ushered a new era of neural engineering research. At the core of BCIi research is development of data acquisition, filtration and classification techniques that can accurately decode the brain activity that occurs while performing a motor task. In this study, we investigate the classification accuracy of lda, QDA, Naïve Bayes, quadratic SVM and RBF SVM classifiers for classifying the flexion/extension of forearm and wrist. Moreover, hjorth parameters and PSD are employed as feature extraction techniques to derive four different feature vectors that are later used to train our classifiers. At the culmination of this study, it is shown that QDA classifier trained with PSD feature vector has the highest classification accuracy at 77.37% followed by q-SVM trained with activity feature vector at 73.97%. Apart from enhancing accuracy of classifying the four fundamental upper limb movements, this study will eventually contribute towards developing better controllers for neuro-prosthetic devices. The study has been performed experimentally with Emotiv headsets equipped with 14 electrodes to acquire EEG data from two human test subjects in synchronous mode. Classification and data analysis has been performed offline however in future the study will be extended to an online BCI system.
脑机接口(BCI)系统开启了神经工程研究的新时代。BCIi研究的核心是数据采集、过滤和分类技术的发展,这些技术可以准确地解码在执行运动任务时发生的大脑活动。在本研究中,我们研究了lda、QDA、Naïve贝叶斯、二次支持向量机和RBF支持向量机分类器对前臂和手腕屈伸的分类精度。此外,hjorth参数和PSD被用作特征提取技术来获得四种不同的特征向量,这些特征向量随后用于训练我们的分类器。研究结果表明,使用PSD特征向量训练的QDA分类器分类准确率最高,达到77.37%,其次是使用活动特征向量训练的q-SVM,分类准确率为73.97%。除了提高四种基本上肢运动分类的准确性外,本研究最终将有助于开发更好的神经假肢装置控制器。这项研究是通过配备14个电极的Emotiv头戴式耳机进行的,以同步模式获取两名人类受试者的脑电图数据。分类和数据分析已经离线进行,但在未来的研究将扩展到一个在线BCI系统。
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引用次数: 16
Is cell cycle a perfect fault tolerant control system? - System engineering point of view 细胞周期是一个完美的容错控制系统吗?-系统工程的观点
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-005
A. Świerniak, R. Jaksik, J. Śmieja
We present a system engineering approach to a problem of DNA damage-repair in human cells. We discuss chosen control systems existing in the cells and demonstrate that they constitute an almost perfect fault tolerant system. We discuss the consequences of gaps in this system and explain why it cannot be completely perfect.
我们提出了一种系统工程方法来解决人类细胞DNA损伤修复的问题。我们讨论了存在于单元中的控制系统,并证明它们构成了一个几乎完美的容错系统。我们讨论了这个系统中漏洞的后果,并解释了为什么它不能完全完美。
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引用次数: 0
In-ear pulse oximetry in high altitude mountaineering 高海拔登山中的耳内脉搏血氧测定
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-044
B. Venema, S. Leonhardt
According to the world health organization, 40 billion people travel to regions of high altitudes every year. One the most dangerous diseases according to high altitudes is the acute mountain sickness, caused, inter alia, by reduced partial oxygen pressure. This work reflects the possibilities of a cardio-respiratory acute mountain sickness monitoring with wearable photoplethysmography sensors. Since common photoplethysmographic systems are often applied to peripherals, these systems are affected to hypothermia that may inhibit accurate measurement in critical situations. Therefore, we discuss the usability of the in-ear pulse oximetry for vital monitoring during high altitude activities. For this, we present an in-ear pulse oximeter system for continuous measurement of vital signs. The system is evaluated during a cold-pressure-test to simulate low temperature exposition or to stimulate the endogenous centralization, respectively. Furthermore, high altitude is simulated by reduces partial oxygen pressure in 10 healthy subject (up to 8500m equivalent, ideal conditions). It could be proved, that the sub-dermal perfusion in the inner ear channel is not affected by centralization and thus, enables stable measurement during hypothermia. Blood oxygen saturation (hypoxia) could be measured with high accuracy. Furthermore, the system was tested under a realistic scenario at approximately 3000m in Switzerland with promising results.
根据世界卫生组织的数据,每年有400亿人前往高海拔地区。高海拔地区最危险的疾病之一是急性高原病,除其他外,是由氧分压降低引起的。这项工作反映了使用可穿戴式光容积脉搏波传感器监测心肺急性高山病的可能性。由于普通的光容积脉搏描记系统经常应用于外围设备,这些系统受到低温的影响,可能会在危急情况下抑制准确的测量。因此,我们讨论了耳内脉搏血氧仪在高海拔活动期间生命监测的可用性。为此,我们提出了一种耳内脉搏血氧计系统,用于连续测量生命体征。该系统在冷压试验中进行评估,分别模拟低温暴露或刺激内源性集中。此外,通过降低10名健康受试者的分氧压来模拟高海拔(高达8500米当量,理想条件)。可以证明,内耳通道的真皮下灌注不受中心化的影响,因此可以在低温下进行稳定的测量。血氧饱和度(缺氧)测量精度高。此外,该系统在瑞士约3000米的实际情况下进行了测试,结果令人鼓舞。
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引用次数: 3
Mechanical properties of individual trabeculae in a physiological environment 生理环境下单个小梁的力学特性
Pub Date : 2017-01-01 DOI: 10.2316/P.2017.852-023
Martin Frank, Dorothee Marx, D. Pahr, P. Thurner
Reliable mechanical properties of trabecuale are needed at the tissue-level for prediction of mechanical behavior of the overall trabecular structure using Finite element analysis (FEA). The aim of this study was to develop a set-up to test trabeculae in tension in a close to physiological environment, and to determine reliable tissue-level properties. Ten bovine trabeculae were tested until failure. Tissue-stress can only be indirectly determined, since it is based on a defined cross-sectional area. Different geometrical assumptions for the cross-section were compared. The mean tissue Youngs modulus, based on the assumption of an elliptical cross-sectional area, was 9.9 ± 3.4GPa, the mean tissue ultimate tissue strain 9.8 ± 3.9%. Back-calculation of the tissue Youngs modulus by means of FEA illustrated a significant reduction to 8.2 ± 2.4GPa (p < 0.001). However, with simple geometric assumptions, it is possible to estimate a reasonable upper and lower boundary for the tissue Young's modulus. Full-field strain measurements were done to detect localization of strain. It was shown that local strain peaks occur already early after yielding, with a local strain at fracture of 19.7 ± 6.6%. These findings clearly show that individual trabeculae can withstand much higher tissue strains as previously reported.
利用有限元分析(FEA)对整个小梁结构的力学行为进行预测,需要在组织水平上获得可靠的小梁力学性能。本研究的目的是开发一种在接近生理环境下测试小梁张力的装置,并确定可靠的组织水平特性。试验了10只牛小梁,直到失败为止。组织应力只能间接确定,因为它是基于一个确定的横截面积。比较了不同截面的几何假设。基于椭圆截面积假设的平均组织杨氏模量为9.9±3.4GPa,平均组织极限组织应变为9.8±3.9%。通过FEA进行组织杨氏模量的反算表明,组织杨氏模量显著降低至8.2±2.4GPa (p < 0.001)。然而,通过简单的几何假设,可以估计出组织杨氏模量的合理上限和下限。进行了全场应变测量,以检测应变的局部化。结果表明,屈服后较早出现局部应变峰,断裂处局部应变为19.7±6.6%。这些发现清楚地表明,如以前报道的那样,单个小梁可以承受更高的组织菌株。
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引用次数: 8
期刊
2017 13th IASTED International Conference on Biomedical Engineering (BioMed)
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