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2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings最新文献

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Using a seminorm for wavelet denoising of sEMG signals for monitoring during rehabilitation with embedded orthosis system 采用半模法对表面肌电信号进行小波去噪,用于嵌入式矫形器康复监测
Manuel Schimmack, A. Hand, Paolo Mercorelli, A. Georgiadis
An orthosis embedded with a surface electromyography (sEMG) measurement system, integrated with metal-polymer composite fibers, was used to monitor the electrical activity of the forearm muscles during movement. The comfortable and noninvasive sEMG system was developed for long term monitoring during rehabilitation. Wavelets were used to denoise and compress the raw biosignals. The focus here is a comparison of the usefulness of the Haars and Daubechies wavelets in this process, using the Discrete Wavelet Transform (DWT) version of Wavelet Package Transform (WPT). A denoising algorithm is proposed to detect unavoidable measured noise in the acquired data, which uses a seminorm to define the noise. Using this norm it is possible to rearrange the wavelet basis, which can illuminate the differences between the coherent and incoherent parts of the sequence, where incoherent refers to the part of the signal that has either no information or contradictory information. In effect, the procedure looks for the subspace characterized either by small components or by opposing components in the wavelet domain. The proposed method is general, can be applied to any low frequency signal processing, and was built with wavelet algorithms from the WaveLab 850 library of the Stanford University (USA).
植入表面肌电图(sEMG)测量系统的矫形器与金属-聚合物复合纤维相结合,用于监测前臂肌肉在运动过程中的电活动。舒适且无创的肌电图系统是为康复期间的长期监测而开发的。利用小波对原始生物信号进行去噪和压缩。这里的重点是使用小波包变换(WPT)的离散小波变换(DWT)版本,比较Haars小波和Daubechies小波在这个过程中的有用性。为了检测采集数据中不可避免的测量噪声,提出了一种降噪算法。利用这个范数可以对小波基进行重新排列,这可以阐明序列的相干部分和不相干部分之间的区别,其中不相干是指信号中没有信息或信息矛盾的部分。实际上,该过程在小波域中寻找由小分量或相反分量表征的子空间。该方法具有通用性,可应用于任何低频信号处理,并采用美国斯坦福大学的wavab 850库中的小波算法构建。
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引用次数: 9
A mobile approach for neurofeedback cognitive enhancement 神经反馈认知增强的移动方法
Ting-Ying Wei, C. Young
Past researches showed that neurofeedback training can enhance cognitive function. This study used alpha rhythm (8-12Hz) to conduct brain induced training. It proposed the use of Bluetooth Low Energy to connect the EEG signals to the smartphone. Then, the pattern of the interface will display the induced alpha energy. The result of the experiment indicates that the alpha power showed on the phone has a significant memory increase in the results of the memory of cognitive brain training.
过去的研究表明,神经反馈训练可以增强认知功能。本研究采用α节奏(8-12Hz)进行脑诱导训练。提出利用低功耗蓝牙技术将脑电图信号与智能手机连接。然后,界面图案将显示感应α能量。实验结果表明,在认知脑训练的记忆结果中,手机上显示的alpha功率有显著的记忆提升。
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引用次数: 1
Measurements of temperature increase induced on a tissue-mimicking material by a clinical US-guided HIFU system 临床超声引导HIFU系统在组织模拟材料上诱导的温度升高的测量
F. Palorini, D. Origgi, M. Guernieri, A. Troia, C. Magnetto, G. Durando
A framework for the evaluation of temperature increase in a tissue-mimicking material (TMM) induced by a clinical Ultrasound-guided High Intensity Focused Ultrasound (US-guided HIFU) system was developed. HIFU procedures are minimally invasive treatments that achieve deep tumor ablation, with the sparing of normal tissues, through thermal or mechanical effects induced by a HIFU beam generated with a focused transducer. Temperature evaluation is therefore crucial for the assurance of patient safety and treatment effectiveness. Nevertheless, it is a very difficult task on the US-guided systems, where high-pressure fields are involved. As far as we know, this study is the first attempt of temperature evaluation on a clinical US-guided HIFU system. Temperature evaluation was performed at typical clinical settings (between 80 W and 400 W, for 3s sonications) by the use of needle thermocouples connected to a voltmeter and inserted in a polyacrylamide gel phantom, prepared in-house to reproduce soft tissue behavior. Data sampling was performed with the use of acquisition software developed with LabView, while US-imaging was used to verify the position of the thermocouple. Typical rising curves of temperature were recovered, and rapid decrease was found when the HIFU field turned off. The highest temperature increases were concentrated inside the geometrical focus and were higher than 55 Celsius degrees at all power outputs. Repetition of measurements was not possible after sonications at the highest power outputs (400W). The absolute temperature of 98 Celsius degrees was never exceeded.
建立了一种评估临床超声引导高强度聚焦超声(US-guided HIFU)系统诱导的组织模拟材料(TMM)温度升高的框架。HIFU手术是一种微创治疗,通过聚焦换能器产生的HIFU光束引起的热或机械效应,在保留正常组织的情况下实现深部肿瘤消融。因此,体温评估对于保证患者安全和治疗效果至关重要。然而,在美国制导的系统上,这是一项非常困难的任务,因为它涉及高压领域。据我们所知,本研究是首次在临床us引导HIFU系统上进行体温评估的尝试。温度评估是在典型的临床环境下进行的(80w到400w之间,3次超声),使用针热电偶连接到电压表,并插入内部制备的聚丙烯酰胺凝胶模体中,以重现软组织行为。使用LabView开发的采集软件进行数据采样,同时使用US-imaging验证热电偶的位置。恢复了典型的温度上升曲线,HIFU场关闭后温度迅速下降。最高的温度增长集中在几何焦点内部,在所有功率输出下都高于55摄氏度。在最高功率输出(400W)的超声测量后,不可能重复测量。绝对温度98摄氏度从未被超过。
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引用次数: 1
Genomic based personalized chemotherapy analysis to support decision systems for breast cancer 基于基因组的个性化化疗分析支持乳腺癌决策系统
Aydin Saribudak, S. Gundry, Jianmin Zou, M. U. Uyar
Personalized approach to anti-cancer therapy necessitates the adaptation of standardized guidelines for chemotherapy schedules to individual cancer patients. We introduce a methodology, namely Personalized Relevance Parameterization (PReP-G), based on the genomic data of breast cancer patients to compute time course of drug efficacy on tumor progression. The pharmacodynamic (PD) parameters of transit compartmental systems are computed to quantify the drug efficacy and kinetics of cell death. We integrate the genetic information of 74 breast cancer related genes for 78 patients with clinical t-stage of 3 from the I-SPY 1 TRIAL with the tumor volume measurements from NBIA database into our PReP-G model to compute tumor growth and shrinkage parameters. The performance of the method is evaluated for the breast cancer cell lines of BT-474, MDA-MB-435 and MDA-MB-231 for a given chemotherapy, where the anti-cancer agents Doxorubicin and Cyclophosphamide are administered to animal models and the change of tumor size is measured in time. We compare our results from PReP-G model with the experimental measurements. The consistency between computed results and the volume measurements is encouraging to develop personalized tumor growth models and decision support systems based on genetic data.
个性化的抗癌治疗方法需要针对个别癌症患者制定标准化的化疗计划指南。我们介绍了一种基于乳腺癌患者基因组数据的方法,即个性化相关参数化(PReP-G),来计算药物对肿瘤进展的疗效时间过程。通过计算运输隔室系统的药效学(PD)参数来量化药物疗效和细胞死亡动力学。我们将来自I-SPY 1试验的78例临床t期为3的患者的74个乳腺癌相关基因的遗传信息与NBIA数据库的肿瘤体积测量数据整合到我们的PReP-G模型中,以计算肿瘤的生长和收缩参数。对给定化疗时间的BT-474、MDA-MB-435和MDA-MB-231乳腺癌细胞系进行性能评价,其中给药动物模型使用抗癌药物阿霉素和环磷酰胺,及时测量肿瘤大小的变化。我们将p - g模型计算结果与实验测量结果进行了比较。计算结果和体积测量之间的一致性鼓舞了基于遗传数据开发个性化肿瘤生长模型和决策支持系统。
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引用次数: 9
Pharyngeal and esophageal pressure measurements to evaluate respiratory mechanics in infants on high flow nasal cannula: A feasibility study 咽部和食道压力测量评估婴儿高流量鼻插管呼吸力学的可行性研究
F. Montecchia, S. Luciani, R. Cicchetti, Rosanna Grossi, F. Midulla, C. Moretti, P. Papoff
High-flow humidified nasal cannula (HFNC) is often used to relieve respiratory distress in children with acute pulmonary disease, although its effects on respiratory mechanics have not been objectively studied. The purpose of this study was to test the feasibility of measuring pharyngeal (PP) and esophageal (Pes) pressures of young children on HFNC oxygen therapy through a specifically designed new monitoring, acquisition, and elaboration system (MAES). Through MAES we recorded and elaborated Pes and PP tracings obtained through esophageal and pharyngeal catheters in a group of young children hospitalized in a Pediatric Intensive Care Unit because of respiratory distress. All traces were recorded during spontaneous breathing and on HFNC 1 and 2 L/kg/min. To determine the onset and the end of inspiration, the Pes and PP signals were synchronized with the inspiratory flow obtained by a flow transducer placed in the HFNC circuit. Direct measurement of inspiratory flow by a face mask pneumotachograph also allowed for inspiratory tidal volume (TV) measurement which was used together with Pes curve to build Campbell's diagram as well as the static lung and chest wall recoil curves required for pressure time product (PTP) evaluation. Using MAES we were able to obtain: time interval between the beginning of inspiratory effort and inspiration (Tdelay), TV, intrinsic positive end expiratory pressure (PEEPi), total inspiratory Pes variation (ΔPes), transpulmonary pressure at end of inspiration (Ptpei), dynamic lung compliance (CLdyn), total lung resistance (RLtot) along with all the relevant components of the inspiratory work of breathing (WOB) and PTP. We believe that this new system will allow clinicians for a bedside monitoring of respiratory distress in infants treated with HFNC and to modify flow rates accordingly.
高流量湿化鼻插管(HFNC)常用于缓解急性肺部疾病患儿的呼吸窘迫,但其对呼吸力学的影响尚未得到客观研究。本研究的目的是通过专门设计的新型监测、获取和阐述系统(MAES),测试在HFNC氧疗中测量幼儿咽部(PP)和食管(Pes)压力的可行性。通过MAES,我们记录并详细阐述了一组因呼吸窘迫而在儿科重症监护病房住院的幼儿通过食管和咽导管获得的pe和PP示踪。在自主呼吸和HFNC 1和2 L/kg/min时记录所有痕迹。为了确定吸气的开始和结束,pe和PP信号与放置在HFNC电路中的流量传感器获得的吸气流量同步。通过面罩式肺检波器直接测量吸气流量也允许吸气潮汐量(TV)测量,该测量与Pes曲线一起用于构建坎贝尔图以及压力时间积(PTP)评估所需的静态肺和胸壁反冲曲线。使用MAES,我们能够获得:吸气力开始和吸气之间的时间间隔(Tdelay)、TV、固有呼气末正压(PEEPi)、吸气总Pes变化(ΔPes)、吸气末经肺压(Ptpei)、动态肺顺应性(CLdyn)、肺总阻力(RLtot)以及吸气功(WOB)和PTP的所有相关组成部分。我们相信这个新系统将允许临床医生对接受HFNC治疗的婴儿的呼吸窘迫进行床边监测,并相应地调整流速。
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引用次数: 4
Effect of the calibration procedure of an optoelectronic system on the joint kinematics 光电系统标定过程对关节运动学的影响
R. Marco, S. Rossi, Benedetta Bachetti, C. Mazzà, P. Cappa
Optoelectronic systems are largely employed for human movement analysis, where marker trajectories are used to estimate the articular joint kinematics. From a literature analysis it emerged that the error associated to the joint kinematics can be reduced performing the data collection in the center of the system calibration volume. According to human movement analysis literature, the foot-ankle complex appears to be the anatomical joint most affected by instrument inaccuracy, as it moves in the lower bound of the calibration volume during the gait cycle. A multi-segment marker-based model of the lower limb - including the pelvis, thigh, tibia, hindfoot, forefoot and hallux - was investigated in this paper. One healthy subject was asked to walk on the central and on two boundary areas of the capture volume calibrated for the experiments. The calibration procedure was focused on the exploitation of the effects on the joint angles of: (i) calibration volumes (i.e. the global one and two of its sub-volumes) and (ii) number of frames acquired for the calibration procedure (refinement frames). In order to quantify the precision of estimating the joint kinematics when changing the calibration procedure, the RMSE among different refinement frames using both the global volume and the two sub-volumes was computed as an index of the joint angles variation estimated on the sagittal plane. Two two-way ANOVAs were performed to evaluate whether the calibration volumes or the walking areas affect the kinematics. The statistical analysis highlighted a good robustness of the reconstruction algorithm implemented by the optoelectronic system manufacturer. Few variables showed significant differences for the RMSEs, with p-values lower than 0.05. No clear dependence on the body segments here analyzed emerged from the analysis. The coefficient of Multiple Correlations was computed in order to enlighten the similarities among the joint angles time patterns. We conclude that reconstructed trajectories can be affected by the same magnitude errors, regardless to the calibrated volume or the considered walking area. This finding allows conducting the gait analysis without paying attention when calibrating the system and without having to impose excessive restrictions to the tested subjects, allowing to keep their movement as natural as possible.
光电系统主要用于人体运动分析,其中标记轨迹用于估计关节运动学。从文献分析中可以看出,在系统标定体积的中心进行数据收集可以减少与关节运动学相关的误差。根据人体运动分析文献,足踝复合体似乎是受仪器误差影响最大的解剖关节,因为它在步态周期中处于校准体积的下界。本文研究了一个基于多节段标记的下肢模型,包括骨盆、大腿、胫骨、后脚、前脚和拇趾。一名健康受试者被要求在为实验校准的捕获体积的中心和两个边界区域行走。校准过程的重点是利用对关节角的影响:(i)校准体积(即其子体积的全局一和二)和(ii)为校准过程获得的帧数(细化帧)。为了量化在改变标定程序时估计关节运动学的精度,计算了使用全局体积和两个子体积的不同细化框架之间的RMSE作为矢状面估计关节角度变化的指标。采用两个双向方差分析来评估校准体积或行走区域是否影响运动学。统计分析表明,光电系统制造商实现的重建算法具有良好的鲁棒性。少数变量的均方根误差有显著性差异,p值小于0.05。在分析中,没有明确的依赖于所分析的身体部分。为了揭示关节角度时间模式的相似性,计算了多重相关系数。我们得出的结论是,重建的轨迹可以受到相同大小的误差的影响,无论校准的体积或考虑的行走区域。这一发现允许在校准系统时进行步态分析,而无需注意,也不必对测试对象施加过多的限制,从而使他们的运动尽可能自然。
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引用次数: 2
Focused ultrasound temperature effect in tissue-mimicking material and sheep liver 聚焦超声在模拟组织材料和羊肝脏中的温度效应
B. Karaboce
The temperature distribution produced by a HIFU (High Intensity Focused Ultrasound) transducer has been investigated by a set up using T type thermocouple temperature sensors in the automated scanning system. The temperature change and the temperature distribution due to applied ultrasound power have been characterized. The temperature measurements were carried out in a tissue-mimicking material (TMM) that has characteristics very similar to human tissue and in ex vivo tissue. A temperature measurement set up in a tissue phantom has been constructed at TÜBİTAK UME (The Scientific and Technological Research Council of Turkey, the National Metrology Institute) Ultrasound laboratory. Burning and removing the tissue by high power ultrasound have been showed.
采用T型热电偶温度传感器,对高强度聚焦超声换能器产生的温度分布进行了研究。研究了超声功率对温度变化和温度分布的影响。温度测量是在组织模拟材料(TMM)中进行的,该材料具有与人体组织和离体组织非常相似的特征。在TÜBİTAK UME(土耳其科学技术研究委员会,国家计量研究所)超声实验室建立了一个组织模体中的温度测量装置。用高功率超声波焚烧和切除组织。
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引用次数: 12
New formulations for realization and characterization of homogeneous tissue mimicking materials for HIFU exposures 用于HIFU暴露的均匀组织模拟材料的实现和表征的新配方
A. Troia, R. Cuccaro, A. Schiavi
In this paper a novel formulation for the realization of homogenous transparent and tunable attenuating tissue-mimicking materials (TMMs) has been reported. Although many hydrogel based materials have been proposed for high intensity ultrasonic field characterization, no one fully satisfies the requested acoustic and optical properties. Using concentrated salts solutions and different polysaccharide molecules, a simple preparation method has been developed to obtain this new class of TMMs. Physical properties of these TMMs have been investigated by an accurate mechanical and acoustic characterization. Furthermore, a short discussion about the mechanism of ultrasonic attenuation given by salts solutions embedded in polymeric matrix has been conducted. Finally, by means of an experiment on protein denaturation induced by HIFU, the different mechanism underlying lesions formation occurring in a transparent TMM with and without salt has been revealed. Shown results supply a new starting point for the production of TMMs suitable for HIFU characterization.
本文报道了一种实现均匀透明可调谐衰减组织模拟材料(TMMs)的新配方。虽然许多水凝胶基材料已被提出用于高强度超声场表征,但没有一种材料完全满足所要求的声学和光学性能。利用浓缩盐溶液和不同的多糖分子,开发了一种简单的制备方法,得到了这类新型的TMMs。通过精确的力学和声学表征研究了这些TMMs的物理性质。此外,还对盐溶液包埋在聚合物基体中的超声波衰减机理进行了初步探讨。最后,通过HIFU诱导的蛋白变性实验,揭示了含盐和不含盐透明TMM病变形成的不同机制。所显示的结果为生产适合HIFU表征的TMMs提供了新的起点。
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引用次数: 4
Flow cytometer for reference measurements of blood cell concentrations with low uncertainty 流式细胞仪用于血液细胞浓度的参考测量,不确定度低
M. Kammel, A. Kummrow, M. John, S. Reitz, K. Witt, J. Neukammer
A method is described to determine cell concentrations for erythrocytes and leukocytes with typical uncertainties of 0.8% and 2%, respectively. The unique method is designed in such a way that results are traceable to SI derived units. The sample suspensions are prepared under gravimetric control. The sample volume measured in cell counting is determined by weighing, including separate density measurements. Random coincidences are a significant challenge in particle counting leading to underestimated cell concentrations. In the method described here this challenge is met by recording the integrated dead time in particle counting and applying dilution series. This method is now routinely applied to provide reference measurement values for external quality assurance of German hematology laboratories for the complete blood count.
本文描述了一种测定红细胞和白细胞浓度的方法,其典型不确定度分别为0.8%和2%。独特的方法是这样设计的,结果可追溯到SI派生单位。样品悬浮液是在重量控制下制备的。在细胞计数中测量的样品体积是通过称重确定的,包括单独的密度测量。随机巧合是粒子计数中的一个重大挑战,导致细胞浓度被低估。在这里描述的方法中,通过记录颗粒计数中的积分死区时间和应用稀释级数来满足这一挑战。该方法现已常规应用于德国血液学实验室全血细胞计数的外部质量保证提供参考测量值。
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引用次数: 5
A novel approach for features extraction in physiological signals 生理信号特征提取的一种新方法
G. Cosoli, L. Casacanditella, F. Pietroni, Andrea Calvaresi, G. M. Revel, L. Scalise
The authors have investigated a novel processing technique, which allows to measure possibly relevant features in the ECG (Electrocardiogram) signal according to the morphology of its waveform. The aim of this work is to prove its efficacy in the assessment of the subject's Heart Rate (HR) and to broaden its use to signals coming from different biomedical sensors (based on optical, acoustical and mechanical principles) for the computation of HR. The analysis technique proposed for the identification of the main feature (R-peak) in ECG signal provides results that are comparable to those obtained with traditional approaches. The approach has also been applied to other signals related to blood flow, such as PCG (Phonocardiography), PPG (Photoplethysmography) and VCG (Vibrocardiography), where standard algorithms (i.e. Pan & Tompkins) could not be widely applied. HR results from a measurement campaign on 8 healthy subjects have shown, respect to ECG, a deviation (calculated as 2σ) of ±3.3 bpm, ±2.3 bpm and ±1.5 bpm for PCG, PPG and VCG. Future work will involve the extraction of additional features from the previous signals, with the aim of a deeper characterization of them to better describe the subject's health status.
作者研究了一种新的处理技术,可以根据其波形的形态来测量心电图信号中可能相关的特征。这项工作的目的是证明其在评估受试者心率(HR)方面的功效,并将其应用范围扩大到来自不同生物医学传感器(基于光学、声学和机械原理)的信号中,以计算HR。所提出的心电信号主要特征(r -峰)识别分析技术提供了与传统方法相当的结果。该方法也被应用于与血流相关的其他信号,如PCG(心音图)、PPG(光电容积脉搏图)和VCG(心脏振动图),其中标准算法(即Pan & Tompkins)不能广泛应用。8名健康受试者的HR测量结果显示,相对于ECG, PCG、PPG和VCG的偏差(以2σ计算)为±3.3 bpm、±2.3 bpm和±1.5 bpm。未来的工作将涉及从先前的信号中提取额外的特征,目的是更深入地表征它们,以更好地描述受试者的健康状况。
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引用次数: 28
期刊
2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings
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