首页 > 最新文献

Computers in cardiology最新文献

英文 中文
Similarity-Based Searching in Multi-Parameter Time Series Databases. 多参数时间序列数据库中基于相似度的搜索。
Pub Date : 2008-01-01 DOI: 10.1109/CIC.2008.4749126
Lh Lehman, M Saeed, Gb Moody, Rg Mark

We present a similarity-based searching and pattern matching algorithm that identifies time series data with similar temporal dynamics in large-scale, multi-parameter databases. We represent time series segments by feature vectors that reflect the dynamical patterns of single and multi-dimensional physiological time series. Features include regression slopes at varying time scales, maximum transient changes, auto-correlation coefficients of individual signals, and cross correlations among multiple signals. We model the dynamical patterns with a Gaussian mixture model (GMM) learned with the Expectation Maximization algorithm, and compute similarity between segments as Mahalanobis distances. We evaluate the use of our algorithm in three applications: search-by-example based data retrieval, event classification, and forecasting, using synthetic and real physiologic time series from a variety of sources.

我们提出了一种基于相似性的搜索和模式匹配算法,该算法可以识别大规模多参数数据库中具有相似时间动态的时间序列数据。我们用反映单维度和多维生理时间序列动态模式的特征向量来表示时间序列片段。特征包括不同时间尺度下的回归斜率、最大瞬态变化、单个信号的自相关系数以及多个信号之间的相互关系。我们使用期望最大化算法学习的高斯混合模型(GMM)对动态模式进行建模,并以马氏距离计算路段之间的相似度。我们评估了我们的算法在三个应用中的使用:基于实例搜索的数据检索,事件分类和预测,使用来自各种来源的合成和真实生理时间序列。
{"title":"Similarity-Based Searching in Multi-Parameter Time Series Databases.","authors":"Lh Lehman,&nbsp;M Saeed,&nbsp;Gb Moody,&nbsp;Rg Mark","doi":"10.1109/CIC.2008.4749126","DOIUrl":"https://doi.org/10.1109/CIC.2008.4749126","url":null,"abstract":"<p><p>We present a similarity-based searching and pattern matching algorithm that identifies time series data with similar temporal dynamics in large-scale, multi-parameter databases. We represent time series segments by feature vectors that reflect the dynamical patterns of single and multi-dimensional physiological time series. Features include regression slopes at varying time scales, maximum transient changes, auto-correlation coefficients of individual signals, and cross correlations among multiple signals. We model the dynamical patterns with a Gaussian mixture model (GMM) learned with the Expectation Maximization algorithm, and compute similarity between segments as Mahalanobis distances. We evaluate the use of our algorithm in three applications: search-by-example based data retrieval, event classification, and forecasting, using synthetic and real physiologic time series from a variety of sources.</p>","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"35 4749126","pages":"653-656"},"PeriodicalIF":0.0,"publicationDate":"2008-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2008.4749126","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"29554231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 26
The Electrocardiogram Restitution Portrait Quantifying Dynamical Electrical Instability in Young Myocardium. 量化年轻心肌动态电不稳定性的心电图恢复像。
Pub Date : 2007-01-01
Ja Bell, Nc Rouze, W Krassowska, Sf Idriss

Novel methods need to be developed to detect electrical instability in children. The dynamical properties of action potential restitution play an important role in the development of instability leading to arrhythmias. A new method, the Restitution Portrait (RP), was developed to visualize and quantify these properties at the action potential level. Here, we apply the RP method using the activation-recovery interval (ARI) from the ECG to detect, in vitro, repolarization abnormalities in neonatal and preadolescent rabbit myocardium with drug-induced Long QT Syndrome (LQTS Type 1 or Type 2). The ECG was recorded during programmed endocardial pacing to record the RP. The ECG RP demonstrated significant changes in dynamical restitution components during drug-induced LQTS compared to baseline. This study shows that the ECG RP may be an important noninvasive diagnostic tool for detecting electrical instability in the young.

需要开发新的方法来检测儿童的电不稳定性。动作电位恢复的动力学特性在心律失常的不稳定性发展中起重要作用。一种新的方法,恢复画像(RP),发展可视化和量化这些性质在动作电位水平。在这里,我们应用RP方法,利用心电图的激活恢复间隔(ARI)来检测新生儿和青春期前患有药物性长QT综合征(LQTS 1型或2型)的兔心肌的复极异常。在程序性心内膜起搏期间记录心电图以记录RP。与基线相比,在药物诱导的LQTS期间,ECG RP显示出动态恢复成分的显著变化。这项研究表明,心电图RP可能是一种重要的无创诊断工具,用于检测年轻人的电不稳定性。
{"title":"The Electrocardiogram Restitution Portrait Quantifying Dynamical Electrical Instability in Young Myocardium.","authors":"Ja Bell,&nbsp;Nc Rouze,&nbsp;W Krassowska,&nbsp;Sf Idriss","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>Novel methods need to be developed to detect electrical instability in children. The dynamical properties of action potential restitution play an important role in the development of instability leading to arrhythmias. A new method, the Restitution Portrait (RP), was developed to visualize and quantify these properties at the action potential level. Here, we apply the RP method using the activation-recovery interval (ARI) from the ECG to detect, in vitro, repolarization abnormalities in neonatal and preadolescent rabbit myocardium with drug-induced Long QT Syndrome (LQTS Type 1 or Type 2). The ECG was recorded during programmed endocardial pacing to record the RP. The ECG RP demonstrated significant changes in dynamical restitution components during drug-induced LQTS compared to baseline. This study shows that the ECG RP may be an important noninvasive diagnostic tool for detecting electrical instability in the young.</p>","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"34 ","pages":"789-792"},"PeriodicalIF":0.0,"publicationDate":"2007-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2597806/pdf/nihms55282.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"27896680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Model of 3D Propagation in Discrete Cardiac Tissue. 离散心脏组织中的三维传播模型。
Pub Date : 2006-01-01
Jg Stinstra, Sf Roberts, Jb Pormann, Rs Macleod, Cs Henriquez

A model was developed of a bundle of cardiac fibers embedded in an extracellular space. In contrast to the classical bidomain approach, the model is constructed such that the intracellular and extracellular spaces are spatially distinct. The model was used to test the hypothesis that the distribution of the extracellular fluid in the tissue can affect the conduction velocity. The preliminary results suggest that under nominally normal conditions, the propagation speed depends on the fraction of extracellular space and less on the actual distribution of extracellular space within the bundle.

建立了一束嵌入细胞外空间的心脏纤维模型。与经典的双域方法相反,该模型的构造使得细胞内和细胞外空间在空间上是不同的。该模型用于验证细胞外液在组织中的分布会影响传导速度的假设。初步结果表明,在名义上正常的条件下,繁殖速度取决于细胞外空间的比例,而不是取决于细胞外空间在束内的实际分布。
{"title":"A Model of 3D Propagation in Discrete Cardiac Tissue.","authors":"Jg Stinstra,&nbsp;Sf Roberts,&nbsp;Jb Pormann,&nbsp;Rs Macleod,&nbsp;Cs Henriquez","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>A model was developed of a bundle of cardiac fibers embedded in an extracellular space. In contrast to the classical bidomain approach, the model is constructed such that the intracellular and extracellular spaces are spatially distinct. The model was used to test the hypothesis that the distribution of the extracellular fluid in the tissue can affect the conduction velocity. The preliminary results suggest that under nominally normal conditions, the propagation speed depends on the fraction of extracellular space and less on the actual distribution of extracellular space within the bundle.</p>","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"33 ","pages":"41-44"},"PeriodicalIF":0.0,"publicationDate":"2006-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1847422/pdf/nihms15658.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"26241109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The effects of in utero cocaine-exposure on the heart rate and heart rate variability of near and full term infants following orthostatic stress 子宫内可卡因暴露对直立应激后近足月婴儿心率和心率变异性的影响
Pub Date : 2002-12-01 DOI: 10.1109/CIC.2002.1166716
V. John, M. Neuman, A. Talati, H. Bada
To understand the effects of in utero cocaine exposure on the developing fetus, we studied the heart rate and the heart rate variability (HRV) in near and full term cocaine-exposed infants during quiet sleep supine and following orthostatic stress. 21 cocaine-exposed and 23 control infants were studied within 120 hours of birth. 30-minute segments of the electrocardiogram (ECG) were recorded with the infant, horizontal followed by the infant in a 25/spl deg/ head-up tilt. The cocaine-exposed group, as compared with the control group, had a trend toward an increase in heart rate in the horizontal position and a significant increase in heart rate following the tilt. The frequency components of the heart rate were lower in the horizontal position and increased following the orthostatic stress. These results are consistent with the known pharmacological actions of cocaine and demonstrate the possible adverse neonatal effects of cocaine abuse during pregnancy.
为了了解子宫内可卡因暴露对发育中的胎儿的影响,我们研究了近足月和足月可卡因暴露婴儿在安静睡眠时平卧和直立应激时的心率和心率变异性(HRV)。研究人员对出生120小时内的21名可卡因暴露婴儿和23名对照婴儿进行了研究。记录婴儿30分钟的心电图(ECG),水平,然后是婴儿25/spl度/抬头倾斜。与对照组相比,可卡因暴露组在水平位置有心率增加的趋势,在倾斜位置心率明显增加。心率的频率分量在水平体位时较低,在直立应激时增加。这些结果与已知的可卡因药理作用一致,并证明了在怀孕期间滥用可卡因可能对新生儿产生不良影响。
{"title":"The effects of in utero cocaine-exposure on the heart rate and heart rate variability of near and full term infants following orthostatic stress","authors":"V. John, M. Neuman, A. Talati, H. Bada","doi":"10.1109/CIC.2002.1166716","DOIUrl":"https://doi.org/10.1109/CIC.2002.1166716","url":null,"abstract":"To understand the effects of in utero cocaine exposure on the developing fetus, we studied the heart rate and the heart rate variability (HRV) in near and full term cocaine-exposed infants during quiet sleep supine and following orthostatic stress. 21 cocaine-exposed and 23 control infants were studied within 120 hours of birth. 30-minute segments of the electrocardiogram (ECG) were recorded with the infant, horizontal followed by the infant in a 25/spl deg/ head-up tilt. The cocaine-exposed group, as compared with the control group, had a trend toward an increase in heart rate in the horizontal position and a significant increase in heart rate following the tilt. The frequency components of the heart rate were lower in the horizontal position and increased following the orthostatic stress. These results are consistent with the known pharmacological actions of cocaine and demonstrate the possible adverse neonatal effects of cocaine abuse during pregnancy.","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"1 1","pages":"97-99"},"PeriodicalIF":0.0,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2002.1166716","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62179807","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
Using contact centers in tele-management and home care of congestive heart failure patients: The CHS experience 在充血性心力衰竭患者的远程管理和家庭护理中使用联络中心:CHS的经验
Pub Date : 2002-12-01 DOI: 10.1109/CIC.2002.1166763
N. Maglaveras, G. Gogou, I. Chouvarda, V. Koutkias, I. Lekka, D. Adamidis, C. Karvounis, G. Louridas, E. Balas
The Citizen Health System (CHS) is a European Commission (CEC) funded project in the field of IST for Health. Its main goal is to develop a generic contact center which in its pilot stage can be used in the monitoring, treatment and management of chronically ill patients at home such as congestive heart failure (CHF) patients. Such contact centers, which can use any type of communication and telematics technology, and can provide timely and preventive prompting to the patients are envisaged in the future to evolve into well-being contact centers providing services to all citizens. In this paper, we present the structure of such a generic contact center focusing on the telecommunication infrastructure, the communication protocols and procedures related to the vital parameters and signals, and finally the educational modules that are integrated into this contact center. We present examples of the communication means between the medical professionals using this contact center and the congestive heart failure patients, and elaborate on the telemedicine and educational issues involved.
公民卫生系统(CHS)是欧洲委员会(CEC)资助的卫生信息技术领域的一个项目。其主要目标是开发一个通用联络中心,该中心在试点阶段可用于在家中监测、治疗和管理慢性患者,如充血性心力衰竭(CHF)患者。这种联络中心可以使用任何类型的通信和远程信息处理技术,并可以向患者提供及时和预防性的提示,设想在未来发展成为为所有公民提供服务的健康联络中心。在本文中,我们提出了这样一个通用联络中心的结构,重点是电信基础设施,通信协议和程序相关的关键参数和信号,最后教育模块集成到这个联络中心。我们将举例说明使用该联络中心的医疗专业人员与充血性心力衰竭患者之间的沟通方式,并详细说明所涉及的远程医疗和教育问题。
{"title":"Using contact centers in tele-management and home care of congestive heart failure patients: The CHS experience","authors":"N. Maglaveras, G. Gogou, I. Chouvarda, V. Koutkias, I. Lekka, D. Adamidis, C. Karvounis, G. Louridas, E. Balas","doi":"10.1109/CIC.2002.1166763","DOIUrl":"https://doi.org/10.1109/CIC.2002.1166763","url":null,"abstract":"The Citizen Health System (CHS) is a European Commission (CEC) funded project in the field of IST for Health. Its main goal is to develop a generic contact center which in its pilot stage can be used in the monitoring, treatment and management of chronically ill patients at home such as congestive heart failure (CHF) patients. Such contact centers, which can use any type of communication and telematics technology, and can provide timely and preventive prompting to the patients are envisaged in the future to evolve into well-being contact centers providing services to all citizens. In this paper, we present the structure of such a generic contact center focusing on the telecommunication infrastructure, the communication protocols and procedures related to the vital parameters and signals, and finally the educational modules that are integrated into this contact center. We present examples of the communication means between the medical professionals using this contact center and the congestive heart failure patients, and elaborate on the telemedicine and educational issues involved.","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"1 1","pages":"281-284"},"PeriodicalIF":0.0,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2002.1166763","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62180375","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: 16
The increase of respiratory sinus arrhythmia during low dose atropine is not due to changes of the sinus node transfer function or baroreflex 低剂量阿托品期间呼吸性窦性心律失常的增加不是由于窦结转移功能或气压反射的改变
Pub Date : 2002-12-01 DOI: 10.1109/CIC.2002.1166839
A. Porta, N. Montano, M. Pagani, A. Malliani, P. van de Borne, V. Somers
Low dose of atropine increases heart period and respiratory sinus arrhythmia, while at high doses the peripheral parasympathetic blockade becomes appreciable. The mechanisms underlying this phenomenon are investigated in a set of 10 healthy young humans by means of a linear causal open loop model. This model allows us to contemporaneously and non invasively derive an estimate of the sinus node transfer function and of the baroreflex gain. Neither the dynamic properties of the sinus node nor the baroreflex gain appear to be modified by the low dose administration of atropine. These results support the conclusion that the increase of respiratory sinus arrhythmia does not depend on either a modification of the transduction properties at the sinus node level or an increased responsiveness of the baroreflex but may have a central origin.
低剂量的阿托品增加心期和呼吸窦性心律失常,而高剂量的周围副交感神经阻滞变得明显。在一组10名健康年轻人中,通过线性因果开环模型研究了这一现象的机制。该模型使我们能够同时和非侵入性地得出窦结传递函数和压力反射增益的估计。无论是窦结的动态特性和气压反射增益似乎都没有被低剂量的阿托品所改变。这些结果支持这样的结论:呼吸性窦性心律失常的增加既不依赖于窦结水平转导特性的改变,也不依赖于压力反射反应性的增加,而可能有中枢起源。
{"title":"The increase of respiratory sinus arrhythmia during low dose atropine is not due to changes of the sinus node transfer function or baroreflex","authors":"A. Porta, N. Montano, M. Pagani, A. Malliani, P. van de Borne, V. Somers","doi":"10.1109/CIC.2002.1166839","DOIUrl":"https://doi.org/10.1109/CIC.2002.1166839","url":null,"abstract":"Low dose of atropine increases heart period and respiratory sinus arrhythmia, while at high doses the peripheral parasympathetic blockade becomes appreciable. The mechanisms underlying this phenomenon are investigated in a set of 10 healthy young humans by means of a linear causal open loop model. This model allows us to contemporaneously and non invasively derive an estimate of the sinus node transfer function and of the baroreflex gain. Neither the dynamic properties of the sinus node nor the baroreflex gain appear to be modified by the low dose administration of atropine. These results support the conclusion that the increase of respiratory sinus arrhythmia does not depend on either a modification of the transduction properties at the sinus node level or an increased responsiveness of the baroreflex but may have a central origin.","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"1 1","pages":"581-584"},"PeriodicalIF":0.0,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2002.1166839","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62182205","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
Heart rate variability is confounded by the presence of erratic sinus rhythm 心率变异性与不稳定的窦性心律相混淆
Pub Date : 2002-12-01 DOI: 10.1109/CIC.2002.1166861
P. Stein, D. Yanez, P. Domitrovich, J. Gottdiener, P. Chaves, R. Kronmal, P. Rautaharju
Decreased heart rate variability (HRV) predicts adverse outcomes. HRV can be elevated by episodes of significant non-respiratory sinus arrhythmia (i.e., a highly erratic sinus rhythm with normal p-waves, ESR). This elevated HRV could confound risk stratification by increasing HRV in high-risk patients. HRV was determined from tapes recorded at baseline in the Cardiovascular Health Study, a population study of older adults. Twenty-four hour time, frequency and non-linear domain HRV was compared between ESR+ and ESR$subjects, with (CVD+) and without (CVD-) cardiovascular disease. ESR+ was associated with higher HRV in the time and frequency domains and with decreased short-term fractal scaling exponent and increased ratios of the dimensions of the Poincare plot fitted ellipse. (ESR+ and CVD+) subjects with had the highest HRV for virtually all indices, while (ESR- and CVD+) had the lowest HRV. Since decreased HRV is associated with adverse outcomes, ESR is likely to dilute the predictive power of HRV.
降低心率变异性(HRV)预示不良后果。心率变异可因明显的非呼吸性窦性心律失常(即,p波正常的高度不稳定的窦性心律,ESR)发作而升高。这种升高的HRV可能通过增加高危患者的HRV而混淆风险分层。心率变异是根据心血管健康研究(一项针对老年人的人口研究)中记录的基线磁带确定的。比较ESR+和ESR$受试者24小时时间、频率和非线性域HRV, (CVD+)和(CVD-)心血管疾病。ESR+与时间域和频域HRV升高、短期分形标度指数降低和庞加莱图拟合椭圆的维数比增大有关。(ESR+和CVD+)几乎所有指标的HRV都最高,而(ESR-和CVD+)的HRV最低。由于HRV下降与不良结果相关,ESR可能会削弱HRV的预测能力。
{"title":"Heart rate variability is confounded by the presence of erratic sinus rhythm","authors":"P. Stein, D. Yanez, P. Domitrovich, J. Gottdiener, P. Chaves, R. Kronmal, P. Rautaharju","doi":"10.1109/CIC.2002.1166861","DOIUrl":"https://doi.org/10.1109/CIC.2002.1166861","url":null,"abstract":"Decreased heart rate variability (HRV) predicts adverse outcomes. HRV can be elevated by episodes of significant non-respiratory sinus arrhythmia (i.e., a highly erratic sinus rhythm with normal p-waves, ESR). This elevated HRV could confound risk stratification by increasing HRV in high-risk patients. HRV was determined from tapes recorded at baseline in the Cardiovascular Health Study, a population study of older adults. Twenty-four hour time, frequency and non-linear domain HRV was compared between ESR+ and ESR$subjects, with (CVD+) and without (CVD-) cardiovascular disease. ESR+ was associated with higher HRV in the time and frequency domains and with decreased short-term fractal scaling exponent and increased ratios of the dimensions of the Poincare plot fitted ellipse. (ESR+ and CVD+) subjects with had the highest HRV for virtually all indices, while (ESR- and CVD+) had the lowest HRV. Since decreased HRV is associated with adverse outcomes, ESR is likely to dilute the predictive power of HRV.","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"1 1","pages":"669-672"},"PeriodicalIF":0.0,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2002.1166861","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62182283","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: 13
Characterizing artefact in the normal human 24-hour RR time series to aid identification and artificial replication of circadian variations in human beat to beat heart rate using a simple threshold 表征正常人类24小时RR时间序列中的伪影,以帮助识别和人工复制人类搏动到搏动心率的昼夜变化,使用简单的阈值
Pub Date : 2002-12-01 DOI: 10.1109/CIC.2002.1166724
Gari D Clifford, P. McSharry, L. Tarassenko
The authors present an investigation into the incidences of ectopy and artefact as a function of time of day, heart rate and state changes for 19 normal subjects. State changes are defined to be a statistically significant change in mean or variance over a window of a few minutes. Artefact incidence is shown to be significantly correlated with state change and heart rate in normal humans, whereas ectopy exhibits no significant relationship. Artefact is therefore shown to be a source of information which can aid identification of activity or state changes and facilitate abnormality detection inpatient populations. Timing thresholds are proposed which differentiate between artefact, ectopy and sinus beats. A classification system based upon the frequency of artefact occurrences in relation to state changes is presented which correctly separates 78% of the the real (normal) and artificial RR interval time series in event 2 of the CinC Challenge 2002 (entry number 38).
作者对19名正常受试者的宫外孕和人工造影术的发生率与时间、心率和状态变化的关系进行了调查。状态变化被定义为在几分钟的窗口内平均或方差的统计显著变化。在正常人群中,伪影发生率与状态变化和心率显著相关,而异位则无显著关系。因此,人工产物被证明是一种信息来源,可以帮助识别活动或状态变化,并促进对住院患者群体的异常检测。提出了区分伪影、异位和窦性搏动的时间阈值。提出了一种基于与状态变化相关的人工事件发生频率的分类系统,该系统在2002年CinC挑战赛(参赛编号38)的事件2中正确分离了78%的真实(正常)和人工RR间隔时间序列。
{"title":"Characterizing artefact in the normal human 24-hour RR time series to aid identification and artificial replication of circadian variations in human beat to beat heart rate using a simple threshold","authors":"Gari D Clifford, P. McSharry, L. Tarassenko","doi":"10.1109/CIC.2002.1166724","DOIUrl":"https://doi.org/10.1109/CIC.2002.1166724","url":null,"abstract":"The authors present an investigation into the incidences of ectopy and artefact as a function of time of day, heart rate and state changes for 19 normal subjects. State changes are defined to be a statistically significant change in mean or variance over a window of a few minutes. Artefact incidence is shown to be significantly correlated with state change and heart rate in normal humans, whereas ectopy exhibits no significant relationship. Artefact is therefore shown to be a source of information which can aid identification of activity or state changes and facilitate abnormality detection inpatient populations. Timing thresholds are proposed which differentiate between artefact, ectopy and sinus beats. A classification system based upon the frequency of artefact occurrences in relation to state changes is presented which correctly separates 78% of the the real (normal) and artificial RR interval time series in event 2 of the CinC Challenge 2002 (entry number 38).","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"4 2 1","pages":"129-132"},"PeriodicalIF":0.0,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2002.1166724","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62180092","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: 73
A novel reduced field-of-view technique for cardiac MRI: NoQuist 一种新的心脏MRI缩小视场技术:NoQuist
Pub Date : 2002-12-01 DOI: 10.1109/CIC.2002.1166693
D. Moratal-Pérez, M. Brummer, C. Hong, R. Pettigrew, J. Millet-Roig, W. T. Dixon
A novel cardiac magnetic resonance imaging (MRI) acceleration strategy called "NoQuist" is presented. Using this new technique, a more sparsely sampled dynamic image sequence is correctly reconstructed without the Nyquist foldover artifact by reductions in the size of the Fourier model of k-space data for the dynamic image. It does not rely on substitution or interpolation to arrive at a data set sufficient for reconstruction of the dynamic sequence. The proposed "NoQuist" method allows reduction of acquisition time in dynamic MRI scans by eliminating the data redundancy that is associated with the presence of static regions in the dynamic scene. A reduction of acquisition time can be achieved by omitting acquisition of a strategically selected subset of phase encoding views from a conventional equidistant Cartesian acquisition grid.
提出了一种新的心脏磁共振成像(MRI)加速策略“NoQuist”。利用这种新技术,通过减少动态图像k空间数据的傅里叶模型的大小,正确地重建了一个更稀疏采样的动态图像序列,而没有奈奎斯特折叠伪影。它不依赖于替换或插值来得到一个足以重建动态序列的数据集。所提出的“NoQuist”方法可以通过消除与动态场景中静态区域存在相关的数据冗余来减少动态MRI扫描的采集时间。通过从传统等距笛卡尔采集网格中省略战略性选择的相位编码视图子集的采集,可以减少采集时间。
{"title":"A novel reduced field-of-view technique for cardiac MRI: NoQuist","authors":"D. Moratal-Pérez, M. Brummer, C. Hong, R. Pettigrew, J. Millet-Roig, W. T. Dixon","doi":"10.1109/CIC.2002.1166693","DOIUrl":"https://doi.org/10.1109/CIC.2002.1166693","url":null,"abstract":"A novel cardiac magnetic resonance imaging (MRI) acceleration strategy called \"NoQuist\" is presented. Using this new technique, a more sparsely sampled dynamic image sequence is correctly reconstructed without the Nyquist foldover artifact by reductions in the size of the Fourier model of k-space data for the dynamic image. It does not rely on substitution or interpolation to arrive at a data set sufficient for reconstruction of the dynamic sequence. The proposed \"NoQuist\" method allows reduction of acquisition time in dynamic MRI scans by eliminating the data redundancy that is associated with the presence of static regions in the dynamic scene. A reduction of acquisition time can be achieved by omitting acquisition of a strategically selected subset of phase encoding views from a conventional equidistant Cartesian acquisition grid.","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"1 1","pages":"5-8"},"PeriodicalIF":0.0,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2002.1166693","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62179389","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
Ventricular fibrillation in rats with cardiac fibrosis 心脏纤维化大鼠心室颤动
Pub Date : 2002-12-01 DOI: 10.1109/CIC.2002.1166754
S. Marak, A. de Jongh
Previous studies have shown that administration of angiotensin II (Ang II) causes atrial and ventricular fibrosis in rats, as is found in patients with chronic heart failure. We hypothesize that fibrosis creates a substrate that promotes the induction of ventricular fibrillation (VF). Fourteen, eight-week old, Sprague-Dawley rats were studied. Eleven received a four-week treatment of Ang II (9 /spl mu/g/hr) from an implanted mini-pump. After treatment, the chest was opened, and 50 Hz stimulation at a strength of three times the pacing threshold was applied across the atria and ventricles for 2.5, 5, and 10 s. VF was more inducible in treated rats (6 of 11) than untreated rats (0 of 3, P < 0.05). Three of 12 VF episodes were sustained (> 10 s) while the remaining VF episodes were nonsustained (> 30 ms and < 10 s) after stimulation ended. Our results suggest that cardiac fibrosis induced by Ang II treatment creates a substrate for sustained VF.
先前的研究表明,在慢性心力衰竭患者中,血管紧张素II (Ang II)的使用会导致大鼠心房和心室纤维化。我们假设纤维化产生一种促进心室颤动(VF)诱导的底物。研究对象是十四、八周龄的Sprague-Dawley大鼠。11例接受植入微型泵的Ang II (9 /spl mu/g/hr)治疗4周。治疗后,打开胸腔,以三倍于起搏阈值的强度对心房和心室施加50hz刺激,时间分别为2.5、5和10 s。VF在治疗组(11 / 6)诱导率高于未治疗组(3 / 0,P < 0.05)。12个VF发作中有3个在刺激结束后持续(>0 s),而其余的VF发作在刺激结束后不持续(bbb30 ms和< 10 s)。我们的研究结果表明,Ang II治疗诱导的心脏纤维化为持续的VF创造了一个底物。
{"title":"Ventricular fibrillation in rats with cardiac fibrosis","authors":"S. Marak, A. de Jongh","doi":"10.1109/CIC.2002.1166754","DOIUrl":"https://doi.org/10.1109/CIC.2002.1166754","url":null,"abstract":"Previous studies have shown that administration of angiotensin II (Ang II) causes atrial and ventricular fibrosis in rats, as is found in patients with chronic heart failure. We hypothesize that fibrosis creates a substrate that promotes the induction of ventricular fibrillation (VF). Fourteen, eight-week old, Sprague-Dawley rats were studied. Eleven received a four-week treatment of Ang II (9 /spl mu/g/hr) from an implanted mini-pump. After treatment, the chest was opened, and 50 Hz stimulation at a strength of three times the pacing threshold was applied across the atria and ventricles for 2.5, 5, and 10 s. VF was more inducible in treated rats (6 of 11) than untreated rats (0 of 3, P < 0.05). Three of 12 VF episodes were sustained (> 10 s) while the remaining VF episodes were nonsustained (> 30 ms and < 10 s) after stimulation ended. Our results suggest that cardiac fibrosis induced by Ang II treatment creates a substrate for sustained VF.","PeriodicalId":80984,"journal":{"name":"Computers in cardiology","volume":"1 1","pages":"249-250"},"PeriodicalIF":0.0,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/CIC.2002.1166754","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62180627","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
Computers in cardiology
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:481959085
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