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Automated analysis of transmitral and aortic Doppler velocity profiles using audio signal processing 使用音频信号处理自动分析主动脉和主动脉多普勒速度剖面
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542505
U. Illindala, R. Grimm, A. Morehead, S. Chandra, N. Greenberg, J.D. Thomas
Spectral Doppler echocardiography has been accepted as the standard non-invasive diagnostic procedure for evaluating cardiac hemodynamics. However, clinical ability to draw conclusions from derived parameters is dependent on manual tracings of the Doppler flow patterns. These manual tracings are cumbersome and subjective, with very poor reproducibility. A new automated signal analysis and envelope detection method has been developed which can trace continuous as well as pulsed Doppler flows and offers reliable results while eliminating inter-observer variability. Audio Doppler signals are acquired from normal subjects simultaneous with routine video storage of the spectral velocity data. A signal processing technique highlighted by a method of flow generation using short time Fourier transforms provides a digital Doppler flow pattern. Customized software, using the modal velocity as a guide, has been developed for envelope detection and parameter estimation of such digital signals. These results have been compared with the observer traced and estimated parameters.
频谱多普勒超声心动图已被公认为评估心脏血流动力学的标准非侵入性诊断程序。然而,临床能力得出结论,从导出的参数是依赖于人工跟踪多普勒血流模式。这些手工描摹既繁琐又主观,重现性很差。一种新的自动信号分析和包络检测方法已经开发出来,它可以跟踪连续和脉冲多普勒流,并提供可靠的结果,同时消除了观察者之间的可变性。音频多普勒信号是在采集正常受试者的同时,对频谱速度数据进行常规视频存储。一种利用短时傅里叶变换产生流的方法所强调的信号处理技术提供了数字多普勒流图。以模态速度为导向的定制软件已经开发出来,用于这些数字信号的包络检测和参数估计。这些结果与观测跟踪和估计参数进行了比较。
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引用次数: 4
Accelerating eigenvector computations for inverse electrocardiography applications 加速特征向量计算逆心电图应用
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542554
J. Schelert, L. Olson, M. Muff, R. Throne
In previous studies on the inverse problem of electrocardiography, Generalized Eigensystem (GES) methods performed better than more conventional techniques such as singular valve decomposition or Tikhonov regularization. Here, the authors introduce Geometric Eigenvector Mapping (GEM) as a technique for accelerating the eigenvector computations which are the basis for the GES methods. The GEM method provided substantial reductions in eigenvector computation time with improvements ranging from 22% to 74%.
在以往对心电图逆问题的研究中,广义特征系统(GES)方法比传统的方法(如奇异阀分解或Tikhonov正则化)表现更好。在此,作者介绍了几何特征向量映射(GEM)作为加速特征向量计算的技术,这是GES方法的基础。GEM方法显著减少了特征向量计算时间,改进幅度从22%到74%不等。
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引用次数: 1
A signal processing system for the analysis of coronary hemodynamics based on guidewire measurements 基于导丝测量的冠状动脉血流动力学分析信号处理系统
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542510
G. Porenta, D. Moertl, M. Haddad, T. Binder, H. Baumgartner, G. Maurer, P. Probst
State-of-the-art sensor technology permits development of miniaturized probes to perform intracoronary measurements. To facilitate signal analysis and diagnostic interpretation, we developed a computer based signal processing system for on-line use to acquire, store, display and process intracoronary signals of peak Doppler flow velocity and coronary pressures. The system consists of a desktop workstation (Apple Macintosh 840 av) that is equipped with an A/D processing board (NB-MIO 16X, National Instruments). Acquisition is controlled by a graphical user interface simulating a virtual instrument (LabView 3.0). ECG, Doppler velocity and pressure are continuously displayed and can be stored in 40s time blocks to document hemodynamics at baseline conditions and after pharmacologic interventions such as adenosine or dipyridamole to delineate coronary reserve. Signal analysis is performed using commercially available software (Mathlab 4.0). With this system, graphical displays of coronary hemodynamics such as pressure velocity curves under different conditions can be quickly generated and presented to the physician during the catheterization procedure.
最先进的传感器技术允许开发小型化探针来进行冠状动脉内测量。为了便于信号分析和诊断解释,我们开发了一个基于计算机的信号处理系统,用于在线获取、存储、显示和处理冠状动脉内峰值多普勒血流速度和冠状动脉压力的信号。该系统由一个桌面工作站(Apple Macintosh 840 av)和一个a /D处理板(NB-MIO 16X, National Instruments)组成。采集由模拟虚拟仪器的图形用户界面(LabView 3.0)控制。心电图、多普勒速度和压力可连续显示,并可每隔40个时间块存储,以记录基线条件下和经腺苷或双嘧达莫等药物干预后的血流动力学,以描绘冠状动脉储备。信号分析使用市售软件(Mathlab 4.0)进行。使用该系统,可以快速生成冠状动脉血流动力学的图形显示,如不同条件下的压力速度曲线,并在导管插入过程中呈现给医生。
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引用次数: 0
A database to support development and evaluation of intelligent intensive care monitoring 一个支持智能重症监护监测发展和评估的数据库
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542622
George Moody, R. G. Mark
Development and evaluation of automated decision support systems requires large amounts of well-characterized, reproducible test data. The MIMIC (Multi-parameter Intelligent Monitoring for Intensive Care) Database is intended to meet these needs. The database, currently nearing completion, will include 100 patient records, each typically containing between 24 and 48 hours of continuous data recorded from patient monitors in the medical, surgical, and cardiac intensive care units of Boston's Beth Israel Hospital. Each record will be accompanied by detailed clinical data derived from the patient's medical record and from the hospital's on-line medical information systems. We select patients to record from those likely to be hemodynamically unstable during the planned recording period. We expect to complete the selection of the recordings to be included in the database by the end of 1996, and to make the database available to other researchers shortly thereafter.
自动化决策支持系统的开发和评估需要大量具有良好特征的、可重复的测试数据。MIMIC(多参数重症监护智能监测)数据库旨在满足这些需求。该数据库目前已接近完成,将包括100个患者记录,每个记录通常包含来自波士顿Beth Israel医院内科、外科和心脏重症监护病房的患者监护仪记录的24至48小时连续数据。每份记录都将附有从患者病历和医院在线医疗信息系统中获得的详细临床数据。我们从计划记录期间可能出现血流动力学不稳定的患者中选择患者进行记录。我们期望在1996年底之前完成将列入数据库的录音的选择工作,并在此后不久将数据库提供给其他研究人员。
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引用次数: 240
Computer-aided quantitation of the effect of nitroglycerin and isosorbide dinitrate on thallium-201 redistribution in patients with myocardial infarction 硝酸甘油和硝酸异山梨酯对心肌梗死患者铊-201再分布影响的计算机辅助定量分析
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542542
P. Lu, D. Wencker, M. Szulc, P. Supino, R. Mueller, B. Zola, G. Casadei, P. Zanzonico, E. Herrold, J. Borer
To determine whether administration of nitroglycerin (NTG) and computer-aided image analysis applied 3 hr after exercise (ex) can provide data equivalent to those available from redistribution (R) imaging 24 hr post-ex, 3 hr and 24 hr post-ex imaging with and without NTG were employed to study 15 pts with 37 coronary artery territories which were abnormal post-ex. In the 3 hr R images after NTG, 19/37 territories showed R, while only 12 were identified in the absence of NTG (p=.07); at 24 hr post-ex, 24/37 territories had R with NTG vs 13 without (p<.01). At 3 hr, defect size decrease was significantly greater after NTG than without NTG (NTG:12% reduction vs control:6%, p<.03). At 24 hr, defect size decrease was similar with each strategy. NTG administration after ex improves viable myocardium detection compared to standard R imaging without NTG.
为了确定运动后3小时给予硝酸甘油(NTG)和计算机辅助图像分析是否能提供与运动后24小时再分配(R)成像相同的数据,我们采用运动后3小时和24小时再分配(R)成像和不使用NTG对15名患者37个冠状动脉区域进行了研究,这些区域在运动后异常。在NTG后3小时的R图像中,19/37的区域显示R,而未NTG时仅识别出12个区域(p=.07);术后24小时,24/37个地区有NTG, 13个地区没有(p< 0.01)。在3小时时,NTG后缺陷尺寸的减小明显大于未NTG (NTG:12%与对照组:6%,p<.03)。在24小时时,缺陷大小的减少与每种策略相似。与不使用NTG的标准R成像相比,ex后给予NTG可改善存活心肌检测。
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引用次数: 0
Model-based multichannel diagnosis of cardiac conduction abnormalities 基于模型的心脏传导异常的多通道诊断
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542572
J. R. Román, D. W. Davis, J. Michels, V. Dávila-Román
A model-based method for real-time ECG diagnosis has been formulated in which information from multiple leads is processed simultaneously with a set of multivariable, linear, time-invariant filters in parallel. A diagnosis is reached by examining the filter outputs (residuals) using statistical criteria. Individual criteria diagnostics are fused into a single, final diagnostic. The methodology is applied to the discrimination of complete RBBB and LBBB from normals, using the QRS complex from 30 independent cases of a standard database. The cases are assigned randomly into a design set and a testing set of 15 cases each. Correct diagnosis assessment is 100% for the design set, and 93% for the testing set. The method is extendible to other types of cardiac abnormalities and to multiple, distinct physiologic sensing devices.
提出了一种基于模型的实时心电诊断方法,该方法将多个导联的信息与一组多变量、线性、时不变的并行滤波器同时处理。诊断是通过使用统计标准检查过滤器输出(残差)来达到的。单个标准诊断被融合成一个单一的最终诊断。采用标准数据库中30个独立案例的QRS复合体,将该方法应用于完全RBBB和LBBB与法线的区分。这些案例被随机分配到每个15个案例的设计集和测试集中。设计集的诊断评估正确率为100%,测试集为93%。该方法可扩展到其他类型的心脏异常和多个不同的生理传感装置。
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引用次数: 0
Post-shock spatial gradients of transmembrane potential as a source for post-shock activations during failed defibrillation 在除颤失败期间,作为休克后激活源的跨膜电位的休克后空间梯度
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542546
R. Sweeney, R. Gill, P. R. Reid
Recent studies suggest that defibrillation success is influenced by the production of new activations at (or after) the end of a post-shock refractory period. The authors examined if post-shock spatial gradients of transmembrane potential (GTMP) could serve as a possible source for electrotonically evoking post-shock activations. Previously measured action potential prolongations were used to mathematically model the post-shock recovery of tissue along a simple one-dimensional strip and to find GTMP. Following both monophasic and biphasic shocks, GTMP first increased and then decreased with time (peak at 65 to 90 ms). Peak GTMP decreased for stronger shocks and occurred earlier (/spl ap/15 ms) after biphasic shocks. These results are consistent with the effect of shock intensity and waveform on defibrillation and with the hypothesis that GTMP can cause defibrillation failure by evoking post-shock activations.
最近的研究表明,除颤成功与否受休克后不应期结束时(或之后)产生的新激活的影响。作者研究了休克后跨膜电位的空间梯度(GTMP)是否可以作为电张力诱发休克后激活的可能来源。先前测量的动作电位延长被用来沿着简单的一维条带对组织的休克后恢复进行数学建模,并找到GTMP。在单相和双相刺激后,GTMP均随时间先升高后降低(峰值在65 ~ 90 ms)。GTMP峰值在强冲击下下降,并且在双相冲击后出现的时间更早(/spl ap/ 15ms)。这些结果与冲击强度和波形对除颤的影响一致,也与GTMP通过引起休克后激活而导致除颤失败的假设一致。
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引用次数: 2
Application of a 3-D ischemic heart model derived from MRI data to the simulation of the electrical activity of the heart 应用三维缺血心脏模型从核磁共振数据导出到心脏电活动的模拟
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542540
G. Stalidis, N. Maglaveras, A. Dimitriadis, C. Pappas, M. Strintzis, S. N. Efstratiadis
The propagation of the electrical activity of the heart is simulated over regions containing infarcted tissue. The method is applied to patients suffering from ischemia, in order to study the impact of the injury on the electrical function of the heart. The spatial distribution of the infarcted tissue and the shape of the endocardial and the epicardial surfaces are derived from MRI data using a semiautomatic method based on 3D Fourier parametric modeling. A 2D grid is then constructed which represents a selected part of the epicardial surface and contains information about the condition of the tissue. This grid is used as input to the simulation algorithm which estimates the ionic currents over time and the propagation of the electric impulse.
在含有梗塞组织的区域上模拟心脏电活动的传播。将该方法应用于缺血患者,研究损伤对心脏电功能的影响。梗死组织的空间分布以及心内膜和心外膜表面的形状是利用基于三维傅里叶参数建模的半自动方法从MRI数据中得出的。然后构建一个二维网格,它代表心外膜表面的选定部分,并包含有关组织状况的信息。该网格用作模拟算法的输入,该算法估计离子电流随时间的变化和电脉冲的传播。
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引用次数: 3
Videodensitometric measurements in contrast-echocardiology
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542635
T. Gustavsson, M. Beckman-Suurkula
Describes a technique for studying global and regional motion patterns of the right ventricle (RV) using contrast echocardiography in conjunction with videodensitometric measurements. Two ml of echo-contrast (Haemaccel, Behring/Hoechst) was injected as a bolus into a brachial vein. An image sequence visualizing the RV echocontrast filling and elimination was analysed in real-time. The mean image intensity of predefined regions of interest (ROI) at the inflow tract and apex was computed over time. This signal was modelled by two exponentials which time constants were used for discriminating between a group of healthy subjects and patients with arrythmogenic right ventricular dysplasia (ARVD). The ARVD patients had delayed filling and elimination rates in the RV apex region as compared to the controls (p<0.05). Also, for the ARVD patients, the filling rate was lower in the apex region as compared to the inflow tract (p<0.001). In addition to ROI echo-contrast analysis, time-of-arrival and time-of-departure maps were developed. These maps show the overall ventricular-filling and elimination patterns as well as their timings. It was concluded that contrast-echocardiography with real-time video densiometry can be an effective means for studying right ventricular function.
描述了一种利用对比超声心动图结合视频密度测量研究右心室(RV)整体和区域运动模式的技术。2 ml超声造影剂(Haemaccel, Behring/Hoechst)作为一剂注入肱静脉。实时分析了显示右心室回声对比填充和消除的图像序列。在流入通道和顶点处的预定义感兴趣区域(ROI)的平均图像强度随时间计算。该信号由两个指数建模,时间常数用于区分一组健康受试者和心律失常性右心室发育不良(ARVD)患者。与对照组相比,ARVD患者右心室尖区充盈和消除延迟(p<0.05)。此外,对于ARVD患者,心尖区充盈率低于流入道(p<0.001)。除了ROI回波对比分析之外,还开发了到达时间和离开时间图。这些图显示了整个心室充盈和消除模式以及它们的时间。结果表明,超声心动图与实时视频密度测量相结合是研究右心室功能的有效手段。
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引用次数: 2
Fourier transform analysis of the blood pressure profiles in transdermal clonidine treated hypertensive patients undergoing abdominal surgery 经皮可乐定治疗腹部手术高血压患者血压谱的傅立叶变换分析
Pub Date : 1996-09-08 DOI: 10.1109/CIC.1996.542589
P. Clavario, A. Pini, M. Pedevilla, F. Copello, M. De Martini, G. Airoldi, D. Massari, A. Biagini, U. Trucco
Twenty-nine hypertensive patients scheduled for minor abdominal surgical procedures and chronically treated with any antihypertensive oral therapy (AOT), underwent a 24-hour noninvasive blood pressure monitoring (ABPM). Fifteen days before the operation, the AOT was substituted with transdermal clonidine (TSC) 0.1 mg./day or 0.2 mg./day. Two days before and two days after the surgical procedure, the ABPM was repeated. The Fourier transform was used for the smoothing of the blood pressure curves. The authors found no statistically significant difference between the AOT profiles and the TSC profiles. As expected, they observed a significant increase in the heart rate in the post surgery ABPM in comparison with the ABPM before the operation. The use of transdermal clonidine is particularly useful in the surgical settings, because it maintains stable blood pressure profiles throughout the perisurgical period and it reduces the need for nursing time.
29例高血压患者计划进行小型腹部手术并长期接受抗高血压口服治疗(AOT),进行24小时无创血压监测(ABPM)。术前15 d,用透皮可乐定(TSC) 0.1 mg代替AOT。或0.2毫克/天。术前、术后2天分别进行ABPM检查。采用傅里叶变换对血压曲线进行平滑处理。作者没有发现AOT和TSC之间的统计学差异。正如预期的那样,他们观察到手术后ABPM的心率与手术前的ABPM相比有显著的增加。透皮可乐定的使用在手术环境中特别有用,因为它在整个围手术期保持稳定的血压状况,并减少护理时间的需要。
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引用次数: 0
期刊
Computers in Cardiology 1996
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