首页 > 最新文献

2016 Medical Technologies National Congress (TIPTEKNO)最新文献

英文 中文
Oscillating shear index, time averaged wall shear index, relative residence time analysis in 3D structured analytical artery 三维结构分析动脉振荡剪切指数、时间平均壁剪切指数、相对停留时间分析
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863123
E. Aribas, M. S. Çelebi
This study investigates the bio-mechanics of one main artery model in a three dimensional analytical cylindrical generated geometry based on a real human artery. Structured geometry is a medium large (celiac) artery. Constant and sinus velocity profile is applied as an interpolated input. Non-Newtonian Carreau viscosity model and fluid-structure interaction (FSI) is applied numerically. Oscillating Shear Index (OSI), Time Averaged Wall Shear Stress Index (TAWSSI) and Relative Residence Time (RRE) as well as velocity, pressure and pressure are studied. As an example, stenosed areas can be studied with the help of the model. Then these values are compared and presented for their importance.
本研究在真实人体动脉的基础上,以三维解析圆柱生成的几何图形研究了一个大动脉模型的生物力学。结构几何为一条大中型(腹腔)动脉。采用恒速和窦速剖面作为插值输入。应用非牛顿卡罗黏度模型和流固耦合(FSI)进行了数值计算。研究了振荡剪切指数(OSI)、时间平均壁面剪切应力指数(TAWSSI)和相对停留时间(RRE)以及速度、压力和压力。作为一个例子,该模型可以帮助研究狭窄区域。然后对这些值进行比较,并说明它们的重要性。
{"title":"Oscillating shear index, time averaged wall shear index, relative residence time analysis in 3D structured analytical artery","authors":"E. Aribas, M. S. Çelebi","doi":"10.1109/TIPTEKNO.2016.7863123","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863123","url":null,"abstract":"This study investigates the bio-mechanics of one main artery model in a three dimensional analytical cylindrical generated geometry based on a real human artery. Structured geometry is a medium large (celiac) artery. Constant and sinus velocity profile is applied as an interpolated input. Non-Newtonian Carreau viscosity model and fluid-structure interaction (FSI) is applied numerically. Oscillating Shear Index (OSI), Time Averaged Wall Shear Stress Index (TAWSSI) and Relative Residence Time (RRE) as well as velocity, pressure and pressure are studied. As an example, stenosed areas can be studied with the help of the model. Then these values are compared and presented for their importance.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121605185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inverse kinematics solution of a new hybrid robot manipulator proposed for medical purposes 提出了一种新型医用混合机械臂的运动学逆解
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863076
S. Kucuk, B. Gungor
In this paper, a new hybrid robot manipulator is proposed for medical purposes. This hybrid robot manipulator has been formed by combination of a serial and a parallel robot manipulator. The inboard joints of new hybrid robot consist of 3-DOF SCARA type robot manipulator that performs positioning of the end effector. The outboard joints of the new hybrid robot consist of Stewart platform parallel manipulator which is used for orientation of the end effector only. Afterwards, the inverse kinematics of this new hybrid robot manipulator is obtained by using DH method. A numerical example is also given in order to demonstrate the working of the model.
本文提出了一种新型的医用混合机械臂。该混合型机械臂是由一个串联和一个并联机械臂组合而成的。新型混合动力机器人的内侧关节由三自由度SCARA型机器人机械手组成,该机械手负责末端执行器的定位。新型混合动力机器人的外侧关节由Stewart平台并联机械臂组成,该并联机械臂仅用于末端执行器的定位。然后,利用DH法得到了这种新型混合机器人的运动学逆解。为了说明模型的有效性,文中还给出了一个数值算例。
{"title":"Inverse kinematics solution of a new hybrid robot manipulator proposed for medical purposes","authors":"S. Kucuk, B. Gungor","doi":"10.1109/TIPTEKNO.2016.7863076","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863076","url":null,"abstract":"In this paper, a new hybrid robot manipulator is proposed for medical purposes. This hybrid robot manipulator has been formed by combination of a serial and a parallel robot manipulator. The inboard joints of new hybrid robot consist of 3-DOF SCARA type robot manipulator that performs positioning of the end effector. The outboard joints of the new hybrid robot consist of Stewart platform parallel manipulator which is used for orientation of the end effector only. Afterwards, the inverse kinematics of this new hybrid robot manipulator is obtained by using DH method. A numerical example is also given in order to demonstrate the working of the model.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126951610","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 26
Real time infant health monitoring system for hard of hearing parents 用于重听父母的婴儿健康实时监测系统
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863098
Faruk Aktas, Emre Kavuş, Yunus Kavuş
A patient monitoring system basically includes sensors and a microcontroller. The sensor devices that is capable of sensing many vital physiological and biological data such as body temperature, blood pressure and electrocardiogram (ECG), etc. from human body and sending them to the microcontroller using analog outputs. In this study, a real time infant monitoring system especially for hard of hearing parents, is developed. The proposed system works continuously in real time, monitoring vital physiological signals of an infant and generates alert (vibration and led blink) for abnormal situations. In alert case, both LCD screen and vibrating wristband which are attached to the body warns the parents. An Arduino Leonardo board has been used in system design which is attached by body temperature sensor, finger heartbeat detector and water sensor. The results show that physiological signals from the infant body can successfully and the all alarm condition function up properly.
病人监护系统主要包括传感器和微控制器。能够从人体中感知许多重要的生理和生物数据,如体温、血压和心电图(ECG)等,并通过模拟输出将其发送到微控制器的传感器设备。本研究开发了一套针对重听父母的婴儿实时监测系统。该系统实时连续工作,监测婴儿的重要生理信号,并对异常情况发出警报(振动和led闪烁)。在警报情况下,液晶显示屏和附着在身体上的振动腕带都会警告父母。系统设计采用Arduino Leonardo板,连接体温传感器、手指心跳传感器和水传感器。结果表明,来自婴儿身体的生理信号能够正常工作,所有报警条件正常运行。
{"title":"Real time infant health monitoring system for hard of hearing parents","authors":"Faruk Aktas, Emre Kavuş, Yunus Kavuş","doi":"10.1109/TIPTEKNO.2016.7863098","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863098","url":null,"abstract":"A patient monitoring system basically includes sensors and a microcontroller. The sensor devices that is capable of sensing many vital physiological and biological data such as body temperature, blood pressure and electrocardiogram (ECG), etc. from human body and sending them to the microcontroller using analog outputs. In this study, a real time infant monitoring system especially for hard of hearing parents, is developed. The proposed system works continuously in real time, monitoring vital physiological signals of an infant and generates alert (vibration and led blink) for abnormal situations. In alert case, both LCD screen and vibrating wristband which are attached to the body warns the parents. An Arduino Leonardo board has been used in system design which is attached by body temperature sensor, finger heartbeat detector and water sensor. The results show that physiological signals from the infant body can successfully and the all alarm condition function up properly.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132746666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Early prediction of Paroxysmal Atrial Fibrillation using frequency domain measures of heart rate variability 利用心率变异性的频域测量对阵发性心房颤动进行早期预测
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863110
A. Narin, Y. Isler, M. Özer
Paroxysmal Atrial Fibrillation (PAF) is a very common heart disease caused by irregular impulses of atrial tissue in adult. Diagnosing in the early stages of this disorder is very important for the patients to stop the progression of the disease and to improve the life quality. In this study, it is aimed to predict the PAF event before the realization of the PAF which in 5 minutes for the PAF patients. 30-minute data used in the study were divided into 5-minute parts. Fast Fourier Transform of frequency domain measures of heart rate variability obtained easily and practically is used for each part. The statistical significances among segments and discriminating performances of k-Nearest Neighbors classifier were obtained for each segment using these measurements. Consequently, As a result of statistical analysis, it is shown that patients may be warned 12.5 minutes earlier than a PAF attack.
阵发性心房颤动(PAF)是由心房组织不规则搏动引起的一种非常常见的心脏病。早期诊断对患者停止病情发展和提高生活质量非常重要。本研究旨在预测PAF患者在实现PAF前5分钟内发生的PAF事件。研究中使用的30分钟数据被分成5分钟的部分。对各部分心率变异性的频域测量结果进行快速傅立叶变换,简便实用。通过这些测量,获得了每个段之间的统计显著性和k-最近邻分类器的判别性能。因此,统计分析表明,患者可以在PAF发作前12.5分钟得到警告。
{"title":"Early prediction of Paroxysmal Atrial Fibrillation using frequency domain measures of heart rate variability","authors":"A. Narin, Y. Isler, M. Özer","doi":"10.1109/TIPTEKNO.2016.7863110","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863110","url":null,"abstract":"Paroxysmal Atrial Fibrillation (PAF) is a very common heart disease caused by irregular impulses of atrial tissue in adult. Diagnosing in the early stages of this disorder is very important for the patients to stop the progression of the disease and to improve the life quality. In this study, it is aimed to predict the PAF event before the realization of the PAF which in 5 minutes for the PAF patients. 30-minute data used in the study were divided into 5-minute parts. Fast Fourier Transform of frequency domain measures of heart rate variability obtained easily and practically is used for each part. The statistical significances among segments and discriminating performances of k-Nearest Neighbors classifier were obtained for each segment using these measurements. Consequently, As a result of statistical analysis, it is shown that patients may be warned 12.5 minutes earlier than a PAF attack.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"50 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132643577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Design of coils driven by pulsed electromagnetic field generator and the effect of wound healing in rats 脉冲电磁场发生器驱动线圈的设计及对大鼠创面愈合的影响
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863096
Mehmet Gümüşay, Fulya Gülbağça, S. Saygili, I. Aydemir, A. Kaya, M. Tuğlu
Chronic wound healing is an important problem especially in diabetic and the elderly which is needed development of the current treatment methods. Electromagnetic fields (EMF) has a significant impact on our body. These fields are being used for bone problems, cartilage regeneration, and pain removal for physiotherapy purposes. Lately, EMFs are often used in in vitro and in vivo assays. In this study, in vivo test results of the applied pulsed electromagnetic fields (PEMF) with our designed Helmholtz coil array system are given. The skin wound healing conducted in rats as an experimental model provides important information for evaluating the efficacy and mechanism of these kind of treatments. For this purpose, effectiveness of PEMF compared to control groups on experimental skin healing effect was examined macroscopically. Compared with the control groups a faster wound healing process was followed by PEMF application at 75 Hz frequency.
伤口的慢性愈合是一个重要的问题,特别是在糖尿病患者和老年人中,这需要当前的治疗方法的发展。电磁场(EMF)对我们的身体有重大影响。这些领域被用于骨骼问题、软骨再生和物理治疗目的的疼痛消除。最近,电磁场经常被用于体外和体内试验。在本研究中,给出了我们设计的亥姆霍兹线圈阵列系统对外加脉冲电磁场(PEMF)的体内测试结果。大鼠皮肤创面愈合作为实验模型,为评价这类治疗的疗效和机制提供了重要信息。为此,从宏观上考察了PEMF与对照组在实验性皮肤愈合效果上的有效性。与对照组相比,在75 Hz频率下应用PEMF后伤口愈合过程更快。
{"title":"Design of coils driven by pulsed electromagnetic field generator and the effect of wound healing in rats","authors":"Mehmet Gümüşay, Fulya Gülbağça, S. Saygili, I. Aydemir, A. Kaya, M. Tuğlu","doi":"10.1109/TIPTEKNO.2016.7863096","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863096","url":null,"abstract":"Chronic wound healing is an important problem especially in diabetic and the elderly which is needed development of the current treatment methods. Electromagnetic fields (EMF) has a significant impact on our body. These fields are being used for bone problems, cartilage regeneration, and pain removal for physiotherapy purposes. Lately, EMFs are often used in in vitro and in vivo assays. In this study, in vivo test results of the applied pulsed electromagnetic fields (PEMF) with our designed Helmholtz coil array system are given. The skin wound healing conducted in rats as an experimental model provides important information for evaluating the efficacy and mechanism of these kind of treatments. For this purpose, effectiveness of PEMF compared to control groups on experimental skin healing effect was examined macroscopically. Compared with the control groups a faster wound healing process was followed by PEMF application at 75 Hz frequency.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"211 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115190505","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of fractional-order 2×n RLC circuit network by mesh currents method 用网格电流法分析分数阶2×n RLC电路网络
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863079
Mahmut Ün, Manolya Ün, Faruk Sanberk Kızıltaş
This paper a novel analysis method for the evaluation of 2×n RLC circuit networks is introduced in the fractional order domain. The method entails the initial derivation of the transfer function and the equivalent impedances of the network based on the mesh current method. Corresponding theoretical formulations are obtained through the application of the band matrix inversion algorithm. In addition, we further investigate the effects of the system parameters on the transfer function and the impedance characteristics by either varying the number of the participating mesh (n) or the fractional order of the network. Finally, we perform and include the necessary mathematical analyses and numerical MATLAB simulations to demonstrate the validity of the study.
本文提出了一种新的分数阶域评价2×n RLC电路网络的分析方法。该方法在网格电流法的基础上对网络的传递函数和等效阻抗进行了初始推导。通过应用带矩阵反演算法得到了相应的理论表达式。此外,我们还通过改变参与网格的数量(n)或网络的分数阶来进一步研究系统参数对传递函数和阻抗特性的影响。最后,我们进行了必要的数学分析和MATLAB数值仿真来证明研究的有效性。
{"title":"Analysis of fractional-order 2×n RLC circuit network by mesh currents method","authors":"Mahmut Ün, Manolya Ün, Faruk Sanberk Kızıltaş","doi":"10.1109/TIPTEKNO.2016.7863079","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863079","url":null,"abstract":"This paper a novel analysis method for the evaluation of 2×n RLC circuit networks is introduced in the fractional order domain. The method entails the initial derivation of the transfer function and the equivalent impedances of the network based on the mesh current method. Corresponding theoretical formulations are obtained through the application of the band matrix inversion algorithm. In addition, we further investigate the effects of the system parameters on the transfer function and the impedance characteristics by either varying the number of the participating mesh (n) or the fractional order of the network. Finally, we perform and include the necessary mathematical analyses and numerical MATLAB simulations to demonstrate the validity of the study.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130006983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Comparison of medical test absorbers 医学试验吸收剂的比较
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863139
I. Catalkaya, S. Kent
Low reflection microwave absorbers are important to improve anechoic chamber measurements. Beside used material, shape of the absorber is important as well for desired low reflection absorbers. Pyramidal and wedge type absorbers are well-known microwave absorbers used for anechoic chamber measurements. They are used as medical test absorbers for anechoic chamber measurements of medical devices as well. In this study, effect of being shape of the absorber concave or convex on reflection characteristic of the absorber is investigated. Reflection coefficient values of the convex-shaped absorber are compared with the reflection coefficient values of the concave and wedge-shaped absorbers and shown that convex-shaped absorber has better characteristics. Absorber structures are analyzed by using Periodic Moment Method (PMM). Reflection values of the absorber structures for the 2–8 GHz frequency band are compared for the normal incidence case. Their bistatic pattern comparisons are presented at 2 GHz. Analysis of an alternative absorber structure to the wedge type absorber is an important contribution of the study.
低反射微波吸收器是改善暗室测量的重要手段。除了使用的材料外,吸收器的形状对于期望的低反射吸收器也很重要。锥形和楔形吸收器是众所周知的微波吸收器,用于消声室测量。它们也被用作医疗设备消声室测量的医学测试吸收器。本文研究了吸收体的凹形和凸形对吸收体反射特性的影响。将凸形吸收器的反射系数值与凹形和楔形吸收器的反射系数值进行了比较,表明凸形吸收器具有更好的特性。采用周期矩法(PMM)对吸振结构进行了分析。在正常入射情况下,比较了吸收结构在2 - 8ghz频段的反射值。给出了它们在2ghz下的双基地方向图比较。分析楔形吸波器的替代结构是本研究的重要贡献。
{"title":"Comparison of medical test absorbers","authors":"I. Catalkaya, S. Kent","doi":"10.1109/TIPTEKNO.2016.7863139","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863139","url":null,"abstract":"Low reflection microwave absorbers are important to improve anechoic chamber measurements. Beside used material, shape of the absorber is important as well for desired low reflection absorbers. Pyramidal and wedge type absorbers are well-known microwave absorbers used for anechoic chamber measurements. They are used as medical test absorbers for anechoic chamber measurements of medical devices as well. In this study, effect of being shape of the absorber concave or convex on reflection characteristic of the absorber is investigated. Reflection coefficient values of the convex-shaped absorber are compared with the reflection coefficient values of the concave and wedge-shaped absorbers and shown that convex-shaped absorber has better characteristics. Absorber structures are analyzed by using Periodic Moment Method (PMM). Reflection values of the absorber structures for the 2–8 GHz frequency band are compared for the normal incidence case. Their bistatic pattern comparisons are presented at 2 GHz. Analysis of an alternative absorber structure to the wedge type absorber is an important contribution of the study.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130775077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of prosthetic hand simulator 假手模拟器的设计
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863120
Ş. Cinal, M. S. Çelik, I. Sahin, C. Tepe, Ilyas Eminoglu
In this study, Virtual Prosthetic Hand that controlled by single and dual channel sEMG (surface EMG) signals is presented. Virtual hand is designed by Blender 3D that is a powerful graphic modelling tool. Additionally, processing of raw EMG signal is explained with MATLAB. Python software language which has a large library was used for importing and evaluating of signals and for control algorithms. The Presented virtual hand has a modular structure and can be controlled by single and dual sEMG signals. Virtual hand opens, closes at constant speed and remains its position according to the processing signals.
本研究提出了一种由单通道和双通道表面肌电信号控制的虚拟假手。虚拟手是由Blender 3D设计的,这是一个强大的图形建模工具。此外,还用MATLAB对原始肌电信号的处理进行了说明。Python软件语言具有一个大型库,用于信号的导入和评估以及控制算法。所设计的虚拟手具有模块化结构,可通过单、双表面肌电信号进行控制。根据处理信号,虚拟手以恒定速度打开、关闭并保持其位置。
{"title":"Design of prosthetic hand simulator","authors":"Ş. Cinal, M. S. Çelik, I. Sahin, C. Tepe, Ilyas Eminoglu","doi":"10.1109/TIPTEKNO.2016.7863120","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863120","url":null,"abstract":"In this study, Virtual Prosthetic Hand that controlled by single and dual channel sEMG (surface EMG) signals is presented. Virtual hand is designed by Blender 3D that is a powerful graphic modelling tool. Additionally, processing of raw EMG signal is explained with MATLAB. Python software language which has a large library was used for importing and evaluating of signals and for control algorithms. The Presented virtual hand has a modular structure and can be controlled by single and dual sEMG signals. Virtual hand opens, closes at constant speed and remains its position according to the processing signals.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114024374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Automatic removal of ocular artefacts in EEG signal by using independent component analysis and Chauvenet criterion 基于独立分量分析和Chauvenet准则的脑电信号中眼部伪影的自动去除
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863103
Salim Çinar, Nurettin Acır
Eye movements (saccade, blink and etc.) cause artefacts in Electroencephalogram recordings. The ocular artefact can distort the EEG signals. Removal of ocular artefact is important issue in EEG signal analysis. The main task of artefact removal algorithms is to obtain cleaned EEG without losing meaningful EEG signal. The main focus of this work is to remove ocular artefact automatically by using Independent Component Analysis and Chauvenet criterion. The method is tested on real dataset. Relative error and Correlation coefficient are used for the performance test. The performance of the proposed method was Relative error= 0.273±0.148, Correlation coefficients 0.943± 0.042 in the dataset. The results show that the porposed method effectively removes ocular artefacts in EEG.
眼球运动(扫视、眨眼等)在脑电图记录中引起伪影。眼伪影会对脑电信号产生畸变。眼伪影的去除是脑电信号分析中的一个重要问题。伪影去除算法的主要任务是在不丢失有意义的脑电信号的情况下获得干净的脑电信号。本文的主要工作是利用独立分量分析和Chauvenet判据自动去除眼部伪影。在实际数据集上对该方法进行了测试。使用相对误差和相关系数进行性能测试。该方法的相对误差为0.273±0.148,相关系数为0.943±0.042。结果表明,该方法能有效地去除脑电信号中的眼部伪影。
{"title":"Automatic removal of ocular artefacts in EEG signal by using independent component analysis and Chauvenet criterion","authors":"Salim Çinar, Nurettin Acır","doi":"10.1109/TIPTEKNO.2016.7863103","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863103","url":null,"abstract":"Eye movements (saccade, blink and etc.) cause artefacts in Electroencephalogram recordings. The ocular artefact can distort the EEG signals. Removal of ocular artefact is important issue in EEG signal analysis. The main task of artefact removal algorithms is to obtain cleaned EEG without losing meaningful EEG signal. The main focus of this work is to remove ocular artefact automatically by using Independent Component Analysis and Chauvenet criterion. The method is tested on real dataset. Relative error and Correlation coefficient are used for the performance test. The performance of the proposed method was Relative error= 0.273±0.148, Correlation coefficients 0.943± 0.042 in the dataset. The results show that the porposed method effectively removes ocular artefacts in EEG.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128819685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Classification of EEG synchronization values of obsessive compulsive disorders patients using Support Vector Machine Method 应用支持向量机方法对强迫症患者脑电图同步值进行分类
Pub Date : 2016-10-01 DOI: 10.1109/TIPTEKNO.2016.7863115
O. Tan, Mehmet Akif Özçoban, S. Aydın
Obsessive Compulsive Disorders causes disruptive effect on brain oscillations. One of this disruptive effects is loss of synchronization. Global Field Synchronization indice that is calculated by Global Field Synchronization Method can detect degree of synchronization of EEG. According to analysis results, significantly difference was found between Global Field Synchronization Indice of OCD patients and healthy group in theta and delta frequency bands. For the purpose of testing success of GFS method in detecting OCD, GFS values of OCD patients and healthy group classified with Support Vector Machine method. In order to increase the performance of classification model, training and test data was selected by Cross Validation Method. Accuracy rate of classification results was found at 94.75 in delta band and 78.048 percent in theta band. The system can assist the physicians for diagnosing OCD. The classification results has shown that GFS is a successful method for to diagnose OCD.
强迫症会对大脑振荡产生破坏性影响。这种破坏性影响之一是失去同步。全局场同步方法计算的全局场同步指数可以检测脑电的同步程度。分析结果显示,强迫症患者的全局场同步指数与健康组在theta和delta频带上存在显著差异。为了检验GFS方法检测强迫症的成功率,采用支持向量机方法对强迫症患者和健康组的GFS值进行分类。为了提高分类模型的性能,采用交叉验证方法选择训练数据和测试数据。δ波段的分类准确率为94.75%,θ波段的分类准确率为78.048%。该系统可以帮助医生诊断强迫症。分类结果表明,GFS是一种成功的强迫症诊断方法。
{"title":"Classification of EEG synchronization values of obsessive compulsive disorders patients using Support Vector Machine Method","authors":"O. Tan, Mehmet Akif Özçoban, S. Aydın","doi":"10.1109/TIPTEKNO.2016.7863115","DOIUrl":"https://doi.org/10.1109/TIPTEKNO.2016.7863115","url":null,"abstract":"Obsessive Compulsive Disorders causes disruptive effect on brain oscillations. One of this disruptive effects is loss of synchronization. Global Field Synchronization indice that is calculated by Global Field Synchronization Method can detect degree of synchronization of EEG. According to analysis results, significantly difference was found between Global Field Synchronization Indice of OCD patients and healthy group in theta and delta frequency bands. For the purpose of testing success of GFS method in detecting OCD, GFS values of OCD patients and healthy group classified with Support Vector Machine method. In order to increase the performance of classification model, training and test data was selected by Cross Validation Method. Accuracy rate of classification results was found at 94.75 in delta band and 78.048 percent in theta band. The system can assist the physicians for diagnosing OCD. The classification results has shown that GFS is a successful method for to diagnose OCD.","PeriodicalId":431660,"journal":{"name":"2016 Medical Technologies National Congress (TIPTEKNO)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124134124","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2016 Medical Technologies National Congress (TIPTEKNO)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1