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3D navigator for localization of peripheral coronary segments by magnetic resonance imaging angiography 三维导航定位冠状动脉周围段的磁共振成像血管造影
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166851
P. Marcheschi, M. Lombardi, A. Mazzarisi, R. Testa, A. Pingitore, A. Benassi, P. Marraccini
Aim of the study was to assess a new method to followup patients with angiographically documented coronary artery disease (CAD), by noninvasive MRI angiography. The method is based on 3D reconstruction of planar cineangiographic images. It is addressed to expand informative content and to extract data from conventional 2D-images, aiming to guide and optimize the use of magnetic resonance for coronary artery visualization. The preliminary tests have shown that it is possible to obtain a fast MRI localization of peripheral coronary segments due to a more precise target volume of scan. This could overcome some limits of MRI examination of coronary tree and expands the use of noninvasive MRI technique in CAD follow-up.
本研究的目的是评估一种新的方法来跟踪血管造影记录的冠状动脉疾病(CAD)患者,无创MRI血管造影。该方法基于平面电影血管成像图像的三维重建。它旨在扩展信息内容并从传统的2d图像中提取数据,旨在指导和优化磁共振在冠状动脉可视化中的应用。初步试验表明,由于扫描的目标体积更精确,因此可以获得冠状动脉周围段的快速MRI定位。这可以克服MRI冠状树检查的一些局限性,扩大无创MRI技术在CAD随访中的应用。
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引用次数: 0
On-line integration of cardiological data to support medical decision making in patients with ischemic heart disease 在线整合心脏病学数据以支持缺血性心脏病患者的医疗决策
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166853
G. A. L'Abbate, C. Carpeggiani, C. Marchesi, A. L'Abbate
We have developed a system that integrates, through a virtual 3D-dynamic heart model, all the pertinent clinical and instrumental information obtained for patients hospitalized for suspected or documented ischemic heart disease (IHD). In the present study we retrospectively compared the diagnosis formulated by the cardiologist in the discharge record with that automatically provided by the system. Divergences were found in 27% of the 110 patients studied and classified into four types: I) inability of the system to provide the correct diagnosis because of the lack of pertinent diagnostic parameters in the model (3%), a cardiologist's diagnosis which was either II) not supported by objective data (3%), III) in conflict with the available information (10%), or IV) incomplete (11%). An experimental trial has been started in which the cardiologist in charge of the patient uses the automatic system during the diagnostic process and compilation of the discharge report.
我们已经开发了一个系统,通过一个虚拟的3d动态心脏模型,整合了所有相关的临床和仪器信息,这些信息是为怀疑或记录为缺血性心脏病(IHD)住院的患者获得的。在本研究中,我们回顾性地比较了出院记录中由心脏病专家制定的诊断与系统自动提供的诊断。在研究的110例患者中,有27%的患者发现了差异,并将其分为四种类型:1)由于模型中缺乏相关的诊断参数而系统无法提供正确的诊断(3%),心脏病专家的诊断II)没有客观数据支持(3%),III)与可用信息冲突(10%)或IV)不完整(11%)。一项实验性试验已经开始,负责患者的心脏病专家在诊断过程和出院报告的编写过程中使用自动系统。
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引用次数: 2
The response of intact guinea pigs to AC leakage currents 完整豚鼠对交流漏电流的反应
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166876
S. Patel, R. Malkin
There was a difference in the standard for leakage current in the US and Europe. This difference existed largely because there was very little data on AC stimulation of the heart in situ. In this study, we examine AC stimulation of the intact guinea pig. Nine male guinea pigs were anesthetized with isoflurane, intubated and monitored with the lead II ECG and optical plethysmograph. For AC stimulation, a stainless steel electrode was used The return electrode was applied to the right rear paw. Five seconds of AC stimuli at various frequencies was used The minimum VF threshold in these animals was found to be 558/spl plusmn/314 /spl mu/A at 100 Hz. Frequencies both below (20 Hz: 1584/spl plusmn/753 /spl mu/A) and above (160 Hz: 1355/spl plusmn/1007 pA) were found to be significantly different from 100 Hz (20 Hz: p=0.0017 and 100 Hz: p=0.0085). By contrast the minimum current required to have any effect on the heart only increased with frequency from 10 Hz (119/spl plusmn/53 pA), to 160 Hz (183/spl plusmn/50 pA, p<0. 0001).
美国和欧洲的漏电电流标准有所不同。这种差异的存在很大程度上是因为关于原位心脏交流电刺激的数据很少。在这项研究中,我们研究了完整豚鼠的交流刺激。9只雄性豚鼠用异氟醚麻醉,插管,用导联II心电图和光学体积描记仪监测。交流刺激采用不锈钢电极,返回电极置于右后爪。用不同频率的交流刺激5秒,发现这些动物在100 Hz时的最小VF阈值为558/spl + 314 /spl mu/A。频率低于(20 Hz: 1584/spl plusmn/753 /spl mu/A)和高于(160 Hz: 1355/spl plusmn/1007 pA)与100 Hz (20 Hz: p=0.0017和100 Hz: p=0.0085)有显著差异。相比之下,对心脏产生任何影响所需的最小电流仅随频率从10 Hz (119/spl plusmn/53 pA)增加到160 Hz (183/spl plusmn/50 pA, p<0。0001)。
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引用次数: 0
Need of causal analysis for assessing phase relationships in closed loop interacting cardiovascular variability series 需要因果分析来评估闭环相互作用心血管变异性系列的相位关系
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166707
G. Nollo, L. Widesott, L. Faes, A. Porta, R. Antolini
The phase spectra obtained by the classical closed loop autoregressive model (2AR) and by an open loop autoregressive model (ARXAR) were compared to shed light on the need of introducing causality in the assessment of the delay between RR and arterial pressure oscillations. The reliability of the two approaches was tested in simulation and real data setting. In simulation, the coupling strength of a bivariate closed loop process was adjusted to obtain a range of working conditions from open to closed loop. In open loop condition, 2AR and ARXAR phases were comparable and in agreement with the imposed delay. In closed loop condition, ARXAR model returned the imposed delays, while 2AR showed an intermediate value of delay. Real data were chosen to represent comparable physiological condition. The use of cross spectrum for calculating the delay from arterial pressure to RR oscillations seems adequate only in particular condition of open-loop relationship as it happens during head up tilt in young healthy subjects.
通过比较经典闭环自回归模型(2AR)和开环自回归模型(ARXAR)获得的相位谱,揭示了在评估RR和动脉压振荡之间的延迟时引入因果关系的必要性。在仿真和实际数据设置中验证了两种方法的可靠性。在仿真中,对二元闭环过程的耦合强度进行调整,得到从开环到闭环的一系列工况。在开环条件下,2AR和ARXAR相位具有可比性,并且与所施加的延迟一致。在闭环条件下,ARXAR模型返回强加的延迟,而2AR模型显示延迟的中间值。选择真实数据来代表可比的生理状况。使用交叉谱来计算动脉压到RR振荡的延迟似乎只适用于开环关系的特定条件,因为它发生在年轻健康受试者的头部向上倾斜期间。
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引用次数: 0
Wavelets extrema representation for QRS-T cancellation and P wave detection 小波极值表示用于QRS-T对消和P波检测
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166701
L. Senhadji, Feng Wang, Alfredo I. Hernández, Guy Carrault
P wave detection requires a robust QRS-T cancellation method. Interesting algorithms have been proposed for beat-to-beat QRS-T cancellation. Previous studies have shown that adaptive methods lead to good cancellation of the QRS-T interval which generally guarantees the performance of P wave detection. However, adaptive methods suffer from the nonstationary behavior of ECG signals and particularly beat-to-beat morphology changes of the QRS. We present a new approach for two ECG channel QRS-T cancellation based on the dyadic wavelet transform. The method is insensitive to QRS morphology changes and performs well in the presence of ectopic beats, transient artifacts, baseline drifts and isolated P waves. Our approach allows the P wave to be enhanced better than methods recently proposed.
P波检测需要一种鲁棒的QRS-T对消方法。有趣的算法已经提出了拍对拍QRS-T抵消。已有研究表明,自适应方法可以很好地抵消QRS-T区间,一般可以保证P波检测的性能。然而,自适应方法受到心电信号的非平稳行为,特别是QRS的搏动形态学变化的影响。提出了一种基于二进小波变换的双心电通道QRS-T对消方法。该方法对QRS形态学变化不敏感,在异位拍、瞬态伪影、基线漂移和孤立P波存在时表现良好。我们的方法可以比最近提出的方法更好地增强P波。
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引用次数: 25
Improved discrimination of VT from SVT in dual-chamber ICDs by combined analysis of dual-chamber intervals and ventricular electrogram morphology 联合分析双室间期和心室电图形态,提高双室icd VT与SVT的鉴别
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166721
M.L. Brown, J. Christensen, J. Gillberg
The PR Logic dual-chamber defection algorithm discriminates VT/VF from SVT using hierarchical rules based on the pattern and timing of AA, VV, AV, and VA intervals. It cannot always discriminate rapidly-conducted atrial fibrillation(AF) from double tachycardia. Coexisting AF and VT/VF, or SVT with 1:1 antegrade conduction from VT with 1:1 retrograde conduction. This study evaluated a new tachyarrhythmia detection algorithm that supplements analysis of dual-chamber intervals with analysis of ventricular electrogram morphology based on the Wavelet Dynamic Discrimination Algorithm. Combined analysis of dual-chamber intervals and ventricular electrogram morphology reduced inappropriate detection of SVTs by 79% compared to dual chamber intervals alone without compromising sensitivity for detection of VT/VF.
PR Logic双腔检测算法利用基于AA、VV、AV和VA间隔的模式和时间的分层规则来区分VT/VF和SVT。它不能总是区分快速传导的心房颤动(AF)和双速心动过速。房颤和VT/VF共存,或SVT由VT与1:1逆行传导成1:1顺行传导。本研究提出了一种新的基于小波动态判别算法的快速心律失常检测算法,该算法在分析双室间期的同时分析心室电图形态。与单独双室间隔相比,联合分析双室间隔和心室电图形态学减少了79%的svt不适当检测,而不影响检测VT/VF的敏感性。
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引用次数: 2
Analysis of non-invasively recorded His-Purkinje signals from patients with myotonic muscular dystrophy 肌强直性肌营养不良患者无创记录的His-Purkinje信号分析
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166766
H. Park, W. Groh, W. Combs, E. Berbari
This study presents several new approaches to analyze the non-invasively recorded His-Purkinje system (HPS) signals from patients with myotonic muscular dystrophy. A high resolution electrocardiogram based on signal averaging to improve the signal-to-noise ratio(SNR) is a well established means to record HPS potentials. These new approaches used methods to temporally and spectrally separate the HPS potentials from the P wave potentials. These included both physiologically based and signal processing based schemes. Separating or shifting the P wave from the HPS potentials using heart rate dependent averaging and the addition of several highpass filtering methods proved somewhat, but not totally successful. In the group of patients with sequential recordings over a period of two years the progression of their muscular dystrophy may also be seen in the heart as well. This may then produce noticeable progressive trends or changes in their HPS waveforms over time. The most noticeable changes found in this study were temporal changes and morphological changes of the HPS activity of these patients over time.
本研究提出了几种新的方法来分析肌强直性肌营养不良患者的无创记录his -浦肯野系统(HPS)信号。基于信号平均的高分辨率心电图,提高了信噪比(SNR),是记录HPS电位的一种行之有效的方法。这些新方法利用时间和频谱方法将HPS电位与P波电位分离开来。这些包括基于生理学和基于信号处理的方案。利用心率相关的平均和几种高通滤波方法将P波从HPS电位中分离或移位,在一定程度上证明了这一点,但并不完全成功。在两年内连续记录的患者组中,他们的肌肉萎缩症的进展也可以在心脏中看到。随着时间的推移,这可能会产生明显的渐进式趋势或HPS波形的变化。本研究中最显著的变化是这些患者的HPS活性随时间的变化和形态学变化。
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引用次数: 0
Decision fusion of micro-variability and signal averaged ECG parameters from the QRS complex with RBF networks 基于RBF网络的微变异性与信号平均心电参数的决策融合
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166767
H. Kestler, A. Muller, V. Hombach, J. Wohrle, O. Grebe, G. Palm, M. Moher, F. Schwenker
Two types of measurements are usually performed from high resolution ECG recordings: (a) static parameters derived from the signal-averaged QRS complex and (b) variant markers derived from beat-to-beat recordings. It is known that an increased QRS micro-variability and ventricular late potentials are associated with an increased risk for malignant arrhythmias. However, the diagnostic power of the singular parameters is limited In this study we investigated the diagnostic ability of a decision fusion of both variant and static high-resolution ECG parameters with radial-basis-function (RBF) networks. Continuous and signal-averaged ECGs were recorded from 51 healthy volunteers without any structural heart disease and no cardiac risk factors and from 44 patients with coronary heart disease and ventricular arrhythmias. Beat-to-beat micro-variability measurement of the QRS complex and the ST-T segment was based on 250 consecutive sinus beats per individual. Signal-averaged ECGs were analyzed with the Simson method (QRSD, RMS, LAS). Two RBF networks were trained One on the three signal averaged parameters and one with the 141D variability vector The two soft decisions from each RBF network were then combined by average fusion and maximum detection into a final crisp decision which resulted in an unusually high discriminative accuracy.
通常从高分辨率ECG记录中进行两种类型的测量:(a)从信号平均QRS复合物中获得的静态参数和(b)从心跳记录中获得的可变标记。众所周知,增加的QRS微变异性和心室晚期电位与恶性心律失常的风险增加有关。然而,单一参数的诊断能力是有限的。在本研究中,我们研究了基于径向基函数(RBF)网络的可变和静态高分辨率ECG参数决策融合的诊断能力。记录了51名没有任何结构性心脏病和心脏危险因素的健康志愿者和44名冠心病和室性心律失常患者的连续和信号平均心电图。QRS复合体和ST-T段的搏动微变异性测量是基于每个人连续250次窦性搏动。采用Simson方法(QRSD, RMS, LAS)分析信号平均心电图。两个RBF网络分别在三个信号平均参数和141D变异向量上进行训练,然后通过平均融合和最大检测将每个RBF网络的两个软决策组合成最终的清晰决策,从而获得异常高的判别精度。
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引用次数: 1
A real time QRS complex classification method using Mahalanobis distance 基于马氏距离的QRS实时复杂分类方法
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166742
J. Moraes, M.O. Seixas, F.N. Vilani, E.V. Costa
An unsupervised method to recognize and classify QRS complexes was developed in order to create an automatic cardiac beat classifier in real time. After exhaustive analysis, four features extracted from the QRS complex in the time domain were selected as the ones presenting the best results: width, total sum of the areas under the positive and negative curves, total sum of the absolute values of sample variations and total amplitude. Preliminary studies indicated these features follow a normal distribution, allowing the use of the Mahalanobis distance as their classification criterion. After an initial learning period, the algorithm extracts the four features from every new QRS complex and calculates the Mahalanobis distance between its feature set and the centroids of all existing classes to determine the class in which the new QRS belongs to. If a predefined distance is surpassed, a new class is created Using 44 records from the MIT-BIH we have obtained 90,74% of sensitivity, 96,55% of positive predictivity and 0.242% of false positives.
为了建立实时自动心跳分类器,提出了一种无监督的QRS复合体识别和分类方法。经过详尽的分析,从QRS复合体提取的时域特征中,选择宽度、正负曲线下面积之和、样本变化绝对值之和和总幅值四个特征作为效果最好的特征。初步研究表明,这些特征遵循正态分布,允许使用马氏距离作为它们的分类标准。经过一段初始学习期后,算法从每个新的QRS复合体中提取出四个特征,并计算其特征集与所有现有类的质心之间的马氏距离,从而确定新的QRS属于哪个类。如果超过预定义的距离,则创建一个新的类。使用来自MIT-BIH的44条记录,我们获得了9074%的灵敏度,96,55%的阳性预测和0.242%的假阳性。
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引用次数: 63
Low-voltage defibrillation in bidomain virtual ventricular tissue: effect of the bath 低压除颤在双域虚拟心室组织中的作用
Pub Date : 2002-09-22 DOI: 10.1109/CIC.2002.1166756
O. Aslanidi, O. Mornev, A. Holden
Mechanisms for termination of re-entry and defibrillation still remain a challenge. Using the Luo-Rudy family of virtual ventricular tissues we simulate termination of re-entrant spiral waves with a periodic low-voltage shock studying a new mechanism for defibrillation. Essential for the simulations is extension of the bidomain tissue representation in order to account for the existence of an external bath ("tridomain"), where the shock is applied The bidomain model with the bath reproduces periodic patterns of depolarization in the virtual tissue - standing waves, previously observed in experiments. In contrast to the classical exponential decay of voltage near the electrodes, standing waves entrain the whole tissue, thus canceling the spiral waves. The mechanism of this far-field effect is based on redistribution of the externally applied current by the conductive bath.
再入和除颤的终止机制仍然是一个挑战。利用虚拟心室组织的Luo-Rudy家族,我们模拟了周期性低压冲击下再入螺旋波的终止,研究了除颤的新机制。模拟的关键是扩展比多域组织表示,以解释外部浴槽(“三角域”)的存在,在那里施加冲击。带有浴槽的比多域模型再现了以前在实验中观察到的虚拟组织驻波中的周期性去极化模式。与经典的电极附近电压指数衰减相反,驻波在整个组织中传播,从而抵消了螺旋波。这种远场效应的机理是基于导电槽对外部施加电流的重新分配。
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引用次数: 3
期刊
Computers in cardiology
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