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2018 11th Biomedical Engineering International Conference (BMEiCON)最新文献

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Boronic acid Functionalized Guided Mode Resonance Sensor for HbA1c Detection 用于糖化血红蛋白检测的硼酸功能化导模共振传感器
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609979
Boonrasri Seeleang, S. Ongwattanakul, C. Promptmas, S. Boonruang, W. Mohammed, R. Jolivot
An alternative optical label-free sensor, Guided Mode Resonance (GMR), is demonstrated in this paper for detection of glycated hemoglobin (HbA1c). The GMR sensor surface is modified by cross-linking with 3-amino phenylboronic acids (3-APBA) using 3-(glycidyloxypropyl) trimethoxysilane (GOPTMS). 3-APBA provides a specific interaction with HbA1c under alkaline condition. The sensing scheme is performed by tracking a peak resonance in a reflection spectrum. That relies on changes in refractive index on the sensor’s surface. Percent of HbA1c in total hemoglobin can be estimated using a ration of resonance shift due to absorbed HbA1c and the shift from changes in a bulk refractive index of a whole blood (ΔλHbA1c/ΔλTotalHb). In the measurement, Lypochek diabetes controls having 5.1% (range: 4.6–5.6% measured by HPLC) and 9.5% (range: 8.5–10.4% measured by HPLC) HbA1c are used. The results from a resonance shift ration is linearly proportional to the measurement from the HPLC standard method with a precision of 7.71–20.77% CV. This guarantees boronate-modified GMR affinity sensor for the monitoring of glycemic status in diabetes management.
本文展示了一种可替代的光学无标签传感器,引导模式共振(GMR),用于检测糖化血红蛋白(HbA1c)。采用3-(甘油三酯氧基丙基)三甲氧基硅烷(GOPTMS)与3-氨基苯硼酸(3- apba)交联修饰GMR传感器表面。3-APBA在碱性条件下与HbA1c具有特异性相互作用。传感方案是通过跟踪反射光谱中的峰值共振来实现的。这取决于传感器表面折射率的变化。HbA1c在总血红蛋白中的百分比可以使用吸收HbA1c引起的共振位移的比率和全血体积折射率变化的位移来估计(ΔλHbA1c/ΔλTotalHb)。在测量中,使用具有5.1% (HPLC测量范围:4.6-5.6%)和9.5% (HPLC测量范围:8.5-10.4%)HbA1c的Lypochek糖尿病对照组。共振移比与HPLC标准法测量值成线性关系,精密度为7.71 ~ 20.77% CV。这保证了硼酸修饰的GMR亲和传感器监测糖尿病管理中的血糖状态。
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引用次数: 1
Suppression of superficial hemodynamic changes using a depth-selective filter in near-infrared spectroscopy measurements 在近红外光谱测量中使用深度选择滤波器抑制浅表血流动力学变化
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609927
Y. Iwata, K. Fukuda, M. Fujii
Herein, we introduce a depth-selective filter to our recently developed equilateral-triangle probe arrangement to suppress the influence of skin-blood-flow changes on cerebral-blood flow in near-infrared spectroscopy (NIRS) brain-function measurements. The effect of the filter was evaluated by both simulations and experiments. According to the simulations, the influence of the absorption-coefficient perturbations in the superficial layer below the triangle’s vertex can be successfully reduced using the filter. We found that applying the new filter process to experiments performed using a system containing an equilateral-triangle sensor arrangement can help in successfully reducing the influence of blood-flow variations accompanying postural changes. Thus, it is valuable to obtain topographic images using this depth-selective filter, and the equilateral-triangle sensor arrangement is suitable for enhancing the filter effect.
在此,我们将深度选择滤波器引入到我们最近开发的等边三角形探针排列中,以抑制近红外光谱(NIRS)脑功能测量中皮肤血流变化对脑血流的影响。通过仿真和实验对滤波效果进行了评价。仿真结果表明,该滤波器可以有效地降低三角形顶点以下表层吸收系数扰动的影响。我们发现,将新的过滤过程应用于使用包含等边三角形传感器布置的系统进行的实验,可以帮助成功地减少伴随姿势变化的血流变化的影响。因此,利用这种深度选择滤波器获得地形图像是有价值的,等边三角形传感器的布置适合于增强滤波效果。
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引用次数: 0
Development of the Wearable Device to Measure a Floor Reacting Force 可穿戴式地板反作用力测量装置的研制
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609940
Michihiko Fukunaga, Hayato Ichinose, Shogo Ishizaka
The objective of this study is to measure a floor reacting force by the wearable device. We attached six pressure sensors under a sole and created the estimating equation of floor reacting force using the sensor outputs by the data stepping on a force plate. Estimation was tried by the stepping motion and a normal gait. We tried four types of estimating equation: multiple coefficients or a single coefficient and individual or general, respectively. As a result, the errors were minimum during the expecting motion with multiple and individual coefficients. However, the errors increased too much during unexpected motions. In case of such motions, estimation with a single coefficient would rather better. Moreover, using the general estimating equation for any test subjects, estimation with multiple coefficients could not reduce the errors much relative to the case with a single coefficient. These results indicated that using many explanatory variables might be good for a limited condition, however, a few variables might be enough for covering a wide range of situations, motions or test subjects. After all, using a generalized estimating equation, the estimation error was about 20kgf on average, which is too large for using on rehabilitation. Our future plan is to reduce the errors by using individual parameters or using multiple formulas determining which one is proper to use automatically.
本研究的目的是通过可穿戴设备测量地板反作用力。我们在鞋底下安装了6个压力传感器,利用传感器输出的数据踩在力板上,建立了底板反作用力的估计方程。通过步进运动和正常步态进行估计。我们分别尝试了四种类型的估计方程:多系数或单系数,个体或一般。结果表明,在多系数和单个系数的期望运动中,误差最小。然而,在意外运动中,误差增加太多。在这种情况下,用单个系数估计会更好。而且,对于任何被试的一般估计方程,多系数估计与单系数估计相比,误差减小的幅度并不大。这些结果表明,使用许多解释变量可能对有限的条件有好处,然而,一些变量可能足以涵盖广泛的情况,动作或测试对象。毕竟,使用广义估计方程,估计误差平均约为20kgf,这对于用于康复治疗来说太大了。我们未来的计划是通过使用单个参数或使用多个公式来减少误差,自动确定哪一个是合适的。
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引用次数: 0
Low-cost instrumentation of Automated Whole – slide Microscope for Biomedical Imaging 用于生物医学成像的低成本全自动全载片显微镜仪器
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609942
Suejit Pechprasarn, Chayanisa Sukkasem, Phitsini Suvarnaphaet, Rujirada Thongchoom, Suteeboon Chuwittaya, M. Janyasupab
Microscope is one of the essential devices in medical profession. It is usually used for finding out types of abnormal cells or tissues, detecting the diseases, and defining a range treatment option for patient. Recently, there is a new technology of whole-slide imaging (WSI) which has been developed in the microscope. The technology provides the scanning of conventional glass slides to produce digital images of cumulative data. Since the WSI is a complex system and very expensive price, hence we aim to implement the prototype of a cost- effective whole – slide imaging system based on the principle of microscopic design. The implemented prototype consisting of optical and mechanical parts was developed using 3D printing. The optical system employed a 40x objective lens aligning with the digital camera for imaging the specimen on the standard slide. The mechanical system was designed for the movement of the slide in 3 dimensions automatically and controlled by stepper motors and microcontrollers based on controlling computer program. To accumulate the whole- slide image, the slide was scanned and captured in the X-Y axes and the focal (Z) axis in a sequence. The cumulative data was then analyzed and rendered the whole- slide image. The implemented device would be advantageous to cytologists and doctors for the biomedical imaging and recording numerous medical data of the patients.
显微镜是医学专业中必不可少的仪器之一。它通常用于发现异常细胞或组织的类型,检测疾病,并为患者确定范围治疗方案。近年来,在显微镜中出现了一种新的全玻片成像技术。该技术通过扫描传统的玻片来产生累积数据的数字图像。由于WSI是一个复杂的系统,价格非常昂贵,因此我们的目标是实现一个基于微观设计原理的具有成本效益的全幻灯片成像系统的原型。使用3D打印技术开发了由光学和机械部件组成的实现原型。光学系统采用40倍物镜对准数码相机成像的标本在标准载玻片上。在控制计算机程序的基础上,设计了由步进电机和单片机控制的滑块三维自动运动的机械系统。为了积累整个幻灯片图像,在X-Y轴和焦点(Z)轴上按顺序扫描和捕获幻灯片。然后对累积数据进行分析并绘制出整张幻灯片图像。该装置将有利于细胞学家和医生对患者进行生物医学成像和记录大量医疗数据。
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引用次数: 1
Comparison of Sampling Methods for Imbalanced Data Classification in Random Forest 随机森林中不平衡数据分类抽样方法的比较
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609946
M. P. Paing, C. Pintavirooj, S. Tungjitkusolmun, S. Choomchuay, K. Hamamoto
Imbalanced data classification is a serious and challenging task for most of the medical image diagnosis applications. They usually produce a larger number of false samples compared to the actual ones. That is the number of samples for the class of interest (minority) is significantly fewer than other types of class (majority). The classification performed using such data is called imbalanced data classification. As a consequence, the learning model bias towards the majority class and fails the classification of the minority class. Data sampling and ensemble methods are common ways to compensate for this issue. Random forest (RF), an ensemble of multiple decision trees, is very famous in both of the classification and regression problems because of its robust and accurate predictions. However, it also suffers class bias in the imbalanced data classification problems. This paper proposes and compares different sampling methods to solve the imbalanced data classification in RF.
对于大多数医学图像诊断应用来说,不平衡数据分类是一项严峻而具有挑战性的任务。它们通常会产生比实际样本更多的假样本。也就是说,感兴趣的类(少数)的样本数量明显少于其他类型的类(多数)。使用这些数据执行的分类称为不平衡数据分类。因此,学习模型偏向多数类,无法对少数类进行分类。数据采样和集成方法是弥补这个问题的常用方法。随机森林(Random forest, RF)是由多棵决策树组成的集合,由于其鲁棒性和准确性,在分类和回归问题中都非常有名。然而,它在不平衡数据分类问题中也存在类偏差。针对射频数据分类不平衡问题,提出并比较了不同的采样方法。
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引用次数: 8
Evaluation of Hemolysis Caused by a Miniature Heart Catheter Pump 微型心脏导管泵致溶血的评价
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609994
C. Janeczek, M. Gföhler, M. Harasek, W. Mohl
An important performance criterion for blood pumps is blood damage due to the non-physiological loads on the blood cells. Especially for miniature pumps that are inserted into blood vessels in catheter devices and – due to their small diameters - operate at high rotational speeds, hemolysis is an important design issue. The Assistocor heart catheter pump is a left ventricular assist device which is inserted into the Aorta and has an outer diameter of 6.8 mm, it operates at rotational speeds up to 40000 rpm. In-vitro tests with animal blood and different pump prototypes of the Assistocor heart pump showed that hemolysis values stayed below the recommended values for five out of nine of the tested prototypes and are comparable with results from literature, indicating that the design process is adequate to keep the damage of blood cells within acceptable limits despite the high rotational speeds.
血泵的一个重要性能指标是由非生理负荷引起的血液损伤。特别是对于导管装置中插入血管的微型泵,由于其直径小,在高转速下运行,溶血是一个重要的设计问题。Assistocor心脏导管泵是一种左心室辅助装置,插入主动脉,外径6.8毫米,转速可达40000转/分钟。用动物血液和不同的Assistocor心脏泵原型进行的体外测试表明,在9个测试原型中,有5个的溶血值低于推荐值,并且与文献结果相当,这表明设计过程足以使血细胞的损伤保持在可接受的范围内,尽管转速很高。
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引用次数: 0
Prototype Modeling of Bed for Bedridden Patients 卧床病人床的原型建模
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609992
Manao Bunkum, Parkbhum Reanaree, Nutthanan Wanluk, S. Visitsattapongse
One of the most common health risks for bedridden patient is a pressure sore or decubitus ulcers. Pressure sore developed in people who are not able to move or lying in the same position for a long period of time. To solve this problem, a caregiver must change the patient’s position every two hours if possible. In addition, the caregiver already has many kinds of care work to assist the patient such as changing clothes, administering medicine, daily health checking etc. This paper presented a design model of the bed used for bedridden patients, including paralysis, individuals with impaired mobility, and the elderly. The bed consists of an automatic bed lift control system and a patient monitoring system. The bed can change the patient’s position in left or right tilt by lifting the left or right side of the bed up automatically. The system came with a graphic user interface to communicate with the caregiver or physician. The patient monitoring system including, the heart rate monitor, the body temperature monitor and the blood pressure monitor which are then sent to a home or hospital server. All data can then be remotely monitored by caretaker or physician. The proposed of the bed is designed to better assist the daily life of bedridden patients and caregivers.
卧床病人最常见的健康风险之一是压疮或褥疮。压疮是长期不能移动或保持相同姿势的人所患。为了解决这个问题,护理人员必须尽可能每两小时改变病人的体位。此外,护理人员已经有多种护理工作来协助患者,如换衣服,给药,日常健康检查等。本文提出了一种用于卧床病人的床的设计模型,包括瘫痪病人、行动障碍者和老年人。该床由自动升降控制系统和病人监护系统组成。通过将床的左侧或右侧自动抬起,可以改变患者的左右倾斜位置。该系统带有一个图形用户界面,可以与护理人员或医生进行交流。病人监测系统包括心率监测器、体温监测器和血压监测器,然后将它们发送到家庭或医院的服务器上。所有数据都可以由管理员或医生远程监控。该床的设计是为了更好地帮助卧床病人和护理人员的日常生活。
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引用次数: 0
The Effect of Treatment Time and Frequency Difference on Acoustic Power of High-intensity Focused Ultrasound 治疗时间和频率差对高强度聚焦超声声功率的影响
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609960
Yue Wang, Xiaoyu Zheng, Qingyao Liao, Ling Xiao
HIFU is a noninvasive tissue ablation method for treatment of a broad range of cancer and benign maladies. Its ultrasonic energy can also be used to activate or deactivate nerves in recent years. To avoid unnecessary tissue ablation caused by high acoustic energy, treatment time is split. Dual-frequency ultrasound takes advantage of cavitation, but in many cases, increases the complexity of the HIFU system. The objective of this research was to measure the acoustic power of HIFU transducer with split treatment time, and compare it with that of the transducer with traditional treatment time. The effect of frequency difference on acoustic power of dual-frequency HIFU transducer is also evaluated in experiments. The results demonstrate that split treatment time has little effect on acoustic power. As frequency difference increases, the acoustic power does not decrease monotonically. Nevertheless, if frequency difference is above 10kHz, the acoustic power significantly decreases compared with that of smaller frequency differences. For dual-frequency HIFU, appropriate frequency difference should be chosen according to their respective application.
HIFU是一种无创组织消融方法,用于治疗多种癌症和良性疾病。近年来,它的超声波能量也可以用来激活或关闭神经。为了避免高声能造成不必要的组织消融,治疗时间被分割。双频超声利用空化,但在许多情况下,增加了HIFU系统的复杂性。本研究的目的是测量分割治疗时间下HIFU换能器的声功率,并与传统治疗时间下换能器的声功率进行比较。实验还评价了频率差对双频HIFU换能器声功率的影响。结果表明,劈裂处理时间对声功率影响不大。随着频差的增大,声功率并非单调减小。然而,当频率差大于10kHz时,声功率明显低于频率差较小的声功率。对于双频HIFU,应根据各自的应用选择合适的频率差。
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引用次数: 0
Enhanced Collagen Production from Human Dermal Fibroblasts on Poly(glycerol sebacate)-methacrylate Scaffolds 聚癸二酸甘油-甲基丙烯酸酯支架增强人真皮成纤维细胞胶原生成
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609928
Jeerawan Thanarak, Hauwa Mohammed, Samand Pashneh-Tala, F. Claeyssens, N. Green
Poly(glycerol sebacate)-methacrylate (PGS-M) is a photocurable form of polyglycerol sebacate (PGS) that has recently been shown to be suitable for use as a scaffold for tissue engineering. It has the benefits of PGS, including biocompatibility and biodegradability, while also being much simpler to process into a variety of 3D structures. Cell compatibility has already been demonstrated on the 30% methacrylated PGS-M scaffolds. However no studies have yet assessed the collagen produced by cells growing on the PGS-M scaffold. Here we demonstrate that 50% methacrylated PGS-M 3D scaffolds are able to support the culture of human dermal fibroblasts for 1 week. We also show that collagen production is enhanced compared with the same cells growing on tissue culture plastic, with the cells producing approximately 50% more total collagen after 1 week in culture. These results go further to demonstrate the suitability of the PGS-M scaffolds for generating ECM based constructs for soft tissue engineering.
聚甘油癸酸酯-甲基丙烯酸酯(PGS- m)是一种光固化形式的聚甘油癸酸酯(PGS),最近被证明适合用作组织工程的支架。它具有PGS的优点,包括生物相容性和生物可降解性,同时也更容易加工成各种3D结构。在30%甲基丙烯酸化的PGS-M支架上已经证明了细胞相容性。然而,目前还没有研究评估在PGS-M支架上生长的细胞产生的胶原蛋白。在这里,我们证明50%甲基丙烯酸化的PGS-M 3D支架能够支持人类真皮成纤维细胞培养1周。我们还发现,与在组织培养塑料上生长的相同细胞相比,胶原蛋白的产生得到了增强,在培养1周后,细胞产生的胶原蛋白总量增加了约50%。这些结果进一步证明了PGS-M支架在软组织工程中产生基于ECM的构建体的适用性。
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引用次数: 1
Sweat Lactic Acid Biosensor using Continuous Flow as Sample Career 以连续流为样本的汗液乳酸生物传感器
Pub Date : 2018-11-01 DOI: 10.1109/BMEICON.2018.8609931
Yoshiki Tojyo, Haruna Saito, Keigo Enomoto, H. Kudo
A microfluidic biosensor for real-time monitoring of lactic acid (LA) contained in sweat was fabricated and tested. Sweat is one of the most promising body fluids for non-invasive assessment of biological components reflecting physiological condition. In order to measure sweat LA continuously, we developed a microfluidic biosensor, which is highly specific with LA, and a sampling element that transports whole secretions to the biosensor. In this study, the biosensor was first fabricated and its fundamental characteristics were investigated. The biosensor showed sufficient sensitivity (0.16 nA μM−1) to measure sweat LA and high specific activity suitable for the sweat monitoring purpose was also confirmed. Real-sample test was also carried out using our system. The microfluidic biosensor was attached on the upper arm of healthy male subject. Sweat LA was continuously monitored during bike exercise. As a result, elevation of LA was successfully detected (62.4 μg/cm2/min for anaerobic exercise), and the signal decreased to the background level after the exercise. This possibility of non-invasive evaluation of metabolic activity was demonstrated.
制备了一种用于实时监测汗液中乳酸的微流控生物传感器,并对其进行了测试。汗液是反映生理状况的生物成分的无创评估最有前途的体液之一。为了连续测量汗液的LA,我们开发了一种微流体生物传感器,它具有高度的LA特异性,以及一种将整个分泌物输送到生物传感器的采样元件。本研究首先制备了生物传感器,并对其基本特性进行了研究。该生物传感器具有足够的灵敏度(0.16 nA μM−1)来测量汗液LA,并且具有适合汗液监测目的的高比活性。并利用该系统进行了实样本测试。将微流控生物传感器贴于健康男性受试者上臂。在骑自行车运动期间连续监测汗液LA。结果,成功检测到LA升高(无氧运动时为62.4 μg/cm2/min),运动后信号降至背景水平。这种无创评估代谢活动的可能性得到了证实。
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引用次数: 1
期刊
2018 11th Biomedical Engineering International Conference (BMEiCON)
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