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Electrocardiographic predictors of cardiovascular events in patients at high cardiovascular risk: a multicenter study 被引量:4
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作者 Rungroj Krittayaphong Muenpetch Muenkaew +3 位作者 Polakit Chiewvit Nithima Ratanasit Yodying Kaolawanich Arintaya Phrommintikul 《Journal of Geriatric Cardiology》 SCIE CAS CSCD 2019年第8期630-638,共9页
Background There are limited data on the prevalence of electrocardiographic (ECG) abnormalities, and their value for predicting a major adverse cardiovascular event (MACE) in patients at high cardiovascular risk. This... Background There are limited data on the prevalence of electrocardiographic (ECG) abnormalities, and their value for predicting a major adverse cardiovascular event (MACE) in patients at high cardiovascular risk. This study aimed to determine the prevalence of ECG abnormalities in patients at high risk for cardiovascular events, and to identify ECG abnormalities that significantly predict MACE. Methods Patients aged ≥ 45 years with established atherosclerotic disease (EAD) were consecutively enrolled from the outpatient clinics of the six participating hospitals during April 2011 to March 2014. The following data were collected: demographic data, cardiovascular risk factors, history of cardiovascular event, physical examination, ECG and medications. ECG was analyzed using Minnesota Code criteria. MACE included cardiovascular death, non-fatal myocardial infarction, and hospitalization due to unstable angina or heart failure. Results A total of 2009 patients were included, 1048 patients (52.2%) had established EAD, and 961 patients (47.8%) had multiple risk factors (MRF). ECG abnormalities included atrial fibrillation (6.7%), premature ventricular contraction (5.4%), pathological Q-wave (Q/QS)(21.3%), T-wave inversion (20.0%), intraventricular ventricular conduction delay (IVCD)(7.3%), left ventricular hypertrophy (LVH)(12.2%), and AV block (12.5%). MACE occurred in 88 patients (4.4%). Independent predictors of MACE were chronic kidney disease, EAD, and the presence of atrial fibrillation, Q/QS, IVCD or LVH by ECG. Conclusions A high prevalence of ECG abnormalities was found. The prevalence of ECG abnormalities was high even among those with risk factors without documented cardiovascular disease. 展开更多
关键词 CARDIOVASCULAR EVENTS electrocardiographic HIGH CARDIOVASCULAR RISK PREDICTORS
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Arterial hypertension and electrocardiographic diagnosis of left ventricular hypertension in the group of geriatric patients with coronary heart disease living in the far north 被引量:2
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作者 Natalya Arkhipova Elena Popova Aleksandr Ariev 《Health》 2013年第6期122-127,共6页
As a result of research, high prevalence of arterial hypertension has been identified in the group of patients with coronary heart disease aged 60 and older. Most often, occurring form of arterial hypertension among g... As a result of research, high prevalence of arterial hypertension has been identified in the group of patients with coronary heart disease aged 60 and older. Most often, occurring form of arterial hypertension among geriatric patients is isolated systolic arterial hypertension (ISAH). The comparison of two ethnic groups of the population has showed higher levels of systolic and diastolic blood pressure (SBP and DBP) in the group of patients of non-indigenous nationality, rather than Yakut patients. Correlation was recorded in the group of non-indigenous patients as they age. Significant increase in the level of SBP was identified in the group of senile and long-livers than in the elderly. Detection of ECG signs of LVH showed the lowest specificity of Cornell voltage criterion comparing to Sokolow-Lyon criterion with its more often occurrence. ECG-signs of left ventricle hypertrophy are significantly more often established by Sokolow-Lyon criterion for men, Cornell voltage—for women. Correlation has been found between the presence of LVH and combination of Cornell voltage criterion with both Gubner-Ungerleider and Sokolow-Lyon criteria. 展开更多
关键词 Arterial HYPERTENSION Coronary Heart Disease GERIATRIC Age NON-INDIGENOUS and Yakut Patients electrocardiographic Criteria of Left VENTRICLE HYPERTROPHY
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Validity of electrocardiographic criteria for increased left ventricular mass in young patients in the general population 被引量:1
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作者 Eduard Sklyar Paul Ginelli +2 位作者 Aaron Barton Richard Peralta Jonathan N Bella 《World Journal of Cardiology》 CAS 2017年第3期248-254,共7页
AIMTo investigate validity of electrocardiographic(ECG)criteria for left ventricular hypertrophy(LVH)in young adults.METHODS Retrospectively,echocardiograms showing LVH and concomitant electrocardiograms were collecte... AIMTo investigate validity of electrocardiographic(ECG)criteria for left ventricular hypertrophy(LVH)in young adults.METHODS Retrospectively,echocardiograms showing LVH and concomitant electrocardiograms were collected in patients 18 to 39 years old.A control group of patients without LVH was collected.Using echocardiogram as the gold standard,electrocardiograms were analyzed using common voltage criteria.RESULTS Study included 100 subjects(52%male,mean age=28±6.8 years,96%Hispanic or African-American)with 50%LVH prevalence.Sensitivity and specificity for SokolowLyon criteria were 24%(95%CI:13.5%-38.4%)and 88%(95%CI:74.9%-95%).For Cornell criteria,sensitivity was 32%(95%CI:19.9%-46.8%)and specificity 98%(95%CI:87.9%-99.8%).For R in a VL criteria,sensitivity was 12%(95%CI:4.9%-25%)and specificity 100%(95%CI:91.1%-100%).CONCLUSION In young adults common ECG voltage criteria have low sensitivities and high specificities similar to other age groups.Low sensitivities preclude these ECG criteria from serving as effective screening tests. 展开更多
关键词 electrocardiographic Left ventricular hypertrophy criteria Young adults
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Remote electrocardiograph monitoring using a novel adhesive strip sensor:A pilot study
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作者 Charles J Bruce Dorothy J Ladewig +5 位作者 Virend K Somers Kevin E Bennet Scott Burrichter Christopher G Scott Lyle J Olson Paul A Friedman 《World Journal of Cardiology》 CAS 2016年第10期559-565,共7页
The increase in health care costs is not sustainable and has heightened the need for innovative low cost effective strategies for delivering patient care.Remote monitoring holds great promise for preventing or shorten... The increase in health care costs is not sustainable and has heightened the need for innovative low cost effective strategies for delivering patient care.Remote monitoring holds great promise for preventing or shortening duration of hospitalization even while improving quality of care.We therefore conducted a proof of concept study to examine the quality of electrocardiograph(ECG)recordings obtained remotely and to test its potential utility in detecting harmful rhythms such as atrial fibrillation.We tested a novel adhesive strip ECG monitor and assessed the ECG quality in ambulatory individuals.2630 ECG strips were analyzed and classified as:Sinus,atrial fibrillation(AF),indeterminate,or other.Four readers independently rated ECG quality:0:Noise;1:QRS complexes seen,but P-wave indeterminate;2:QRS complexes seen,P-waves seen but poor quality;and 3:Clean QRS complexes and P-waves.The combined average rating was:Noise 12%;R-R,no P-wave 10%;R-R,no PR interval 18%;and R-R with PR interval 60%(if Sinus).If minimum diagnostic quality was a score of 1,88%of strips were diagnostic.There was moderate to high agreement regarding quality(weighted Kappa statistic values;0.58 to 0.76)and high level of agreement regarding ECG diagnosis(ICC=0.93).A highly variable RR interval(HRV&#x02265;7)predicted AF(AUC=0.87).The monitor acquires and transmits diagnostic high quality ECG data and permits characterization of AF. 展开更多
关键词 REMOTE electrocardiograph MONITORING Atrial fibrillation NOVEL Sensor
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Electrocardiographic Safety of Daily Hydroxychloroquine 400 mg Plus Azithromycin 250 mg as an Ambulatory Treatment for COVID-19 Patients in Cameroon
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作者 Liliane Mfeukeu-Kuate William Djomo Ngatchou +26 位作者 Mazou Ngou Temgoua Charles Kouanfack Daniel Lemoungoum Joel Noutakdie Tochie Armel Zemsi Lauriane Fomete Skinner Lekelem Sylvain Zemsi Joelle Sobngwi Thierry Ntandzi Christian Ngongang Ouankou Yves Wasnyo Antoinette Tsama Assiga Jan René Nkeck Ahmadou Musa Jingi Magellan Guewo Eric Walter Pefura Yone Charlotte Moussi Omgba Paul Owono Etoundi Jean Cyr Yombi Samuel Kingue Alain Menanga Jacqueline Ze Minkande Pierre Ongolo Zogo Jean Claude Mbanya Pierre Joseph Fouda Eugène Sobngwi 《World Journal of Cardiovascular Diseases》 2021年第2期106-112,共7页
<strong>Objective:</strong> <span style="font-family:Verdana;">To determine the early electrocardiographic changes in a cohort of ambulatory cameroonian COVID-19 patients treated with hydro... <strong>Objective:</strong> <span style="font-family:Verdana;">To determine the early electrocardiographic changes in a cohort of ambulatory cameroonian COVID-19 patients treated with hydroxychlo</span><span style="font-family:Verdana;">- </span><span style="font-family:;" "=""><span style="font-family:Verdana;">roquine and Azithromycin. </span><b><span style="font-family:Verdana;">Design:</span></b><span style="font-family:Verdana;"> Prospective study. </span><b><span style="font-family:Verdana;">Setting:</span></b><span style="font-family:Verdana;"> Treatment centres of the city of Yaounde, Cameroon, from May 7</span><sup><span style="font-size:12px;font-family:Verdana;">th</span></sup><span style="font-family:Verdana;"> to 24</span><sup><span style="font-size:12px;font-family:Verdana;">th</span></sup><span style="font-family:Verdana;"> 2020. </span><b><span style="font-family:Verdana;">Participants:</span></b><span style="font-family:Verdana;"> We enrolled 51 consecutive confirmed COVID-19 on RT-PCR who having mild forms of COVID-19 and treated by hydroxychloroquine 200</span></span><span style="font-family:Verdana;"> </span><span style="font-family:;" "=""><span style="font-family:Verdana;">mg twice daily during seven #days plus Azithromycin 500 mg the first day and 250 mg the remaining 4 days as per national standard. </span><b><span style="font-family:Verdana;">Main Outcomes Measures:</span></b><span style="font-family:Verdana;"> The</span><b><span style="font-family:Verdana;"> </span></b><span style="font-family:Verdana;">primary end-point was the change in QTc interval between day 0 (D0), day 3 (D3) and day 7 (D7). Secondary endpoints were changes in all other cardiac electrical conductivity patterns and the occurrence of clinical arrhythmic events during the course of treatment. </span><b><span style="font-family:Verdana;">Results: </span></b><span style="font-family:Verdana;">The population (29 men and 22 women) was aged 39 ± 11 years (range 17 to 61 years). Mean Tisdale score was 3.35 ± 0.48. No significant change from baseline (D0) of QTc was observed at D7 (429 ± 27 ms at D0 versus 396 ± 26 ms at D7;p = 0.27). A reduction of heart rate was observed between the D0 and D7 (75 ± 13 bpm versus 70 ± 13 bpm, p = 0.02) with increased QRS duration between D0 and D7 (95 ± 10 ms versus 102 ± 17 ms, p = 0.004). No symptomatic arrhythmic events occurred during the treatment course. </span><b><span style="font-family:Verdana;">Conclusions: </span></b><span style="font-family:Verdana;">No life-threatening modification of the QT interval was observed in non-severe COVID-19 patients treated ambulatory with hydroxychloroquine and azith</span></span><span style="font-family:Verdana;">romycin. Studies are needed in critical-ill and older patients.</span> 展开更多
关键词 Early electrocardiographic Changes COVID-19 HYDROXYCHLOROQUINE AZITHROMYCIN Cameroon
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Electrocardiographic Manifestations of Endocrine and Metabolic Disorders
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作者 Masoud Amini Nasim Golchin +2 位作者 Monica Kharat Issac Sachmechi Abdullah Mahmood 《Open Journal of Endocrine and Metabolic Diseases》 2023年第7期107-135,共29页
Endocrine dysfunction has an adverse impact on the cardiovascular system that may be due to an endocrine abnormality that leads to electrocardiogram (EKG) changes. The EKG changes due to endocrine disorder can be reve... Endocrine dysfunction has an adverse impact on the cardiovascular system that may be due to an endocrine abnormality that leads to electrocardiogram (EKG) changes. The EKG changes due to endocrine disorder can be reversible and irreversible and treating underlying disease can reverse EKG changes in some cases. In this article, we review the electrocardiogram manifestations of various endocrine disorders. 展开更多
关键词 ENDOCRINOLOGY EKG CARDIOVASCULAR THYROID Cushing Syndrome electrocardiographic
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Longitudinal Associations Between Metabolic Heterogeneity of Obesity and Electrocardiographic Phenotypes in Older Population
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作者 Zhenqing Yang Yinuo Tu +12 位作者 Bonan Ding Ciyun Zhao Zhiyu Cai Jia Li Lei Peng Jingyun Zhang Weicheng Wu Xuehui Sun Zuobing Chen Yimin Zhu Xiaofeng Wang Xiaoyan Jiang Zuyun Liu 《Phenomics》 2025年第6期774-778,共5页
Cardiovascular diseases(CVD)are the primary cause of death worldwide.About 17.9 million people died from CVD in 2019,accounting for 32%of deaths globally and threat-ening public health(WHO 2021).
关键词 OBESITY public health longitudinal associations cardiovascular diseases cvd electrocardiographic phenotypes cardiovascular diseases MORTALITY older population
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Electrocardiographic prediction parameters for life-threatening arrhythmic events in congenital long QT syndrome patients
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作者 YANG Jing 《China Medical Abstracts(Internal Medicine)》 2025年第4期213-214,共2页
Objective To analyze the electrocardiogram(ECG)data of congenital long QT syndrome(LQTS)patients,and to identify the ECG parameters for prediction of lifethreatening arrhythmic events(LAEs).Methods This cohort study e... Objective To analyze the electrocardiogram(ECG)data of congenital long QT syndrome(LQTS)patients,and to identify the ECG parameters for prediction of lifethreatening arrhythmic events(LAEs).Methods This cohort study enrolled patients diagnosed with congenital LQTS at the Department of Cardiology,Beijing Tsinghua Changgung Hospital from September 2014 to May 2023.Baseline clinical and ECG data were collected. 展开更多
关键词 life threatening arrhythmic events PREDICTION cohort study congenital long qt syndrome lqts patientsand electrocardiographic parameters congenital lqts congenital long qt syndrome
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The electrocardiographic changes in acute brain injury patients 被引量:6
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作者 FAN Xin DU Feng-he TIAN Jun-ping 《Chinese Medical Journal》 SCIE CAS CSCD 2012年第19期3430-3433,共4页
Background Electrocardiographic (ECG) changes occurring during the course of acute brain injury (ABI) have been described frequently, but their significances remain uncertain. The present study was designed to inv... Background Electrocardiographic (ECG) changes occurring during the course of acute brain injury (ABI) have been described frequently, but their significances remain uncertain. The present study was designed to investigate the relation of ECG abnormalities to outcome in the patients with ABI. Methods We performed a retrospective, observational study on the ABI patients admitted to the Department of Neurosurgery of the Beijing Tiantan Hospital between December 2005 and December 2007. All the patients accepted 12-lead electrocardiographic examination within 24 hours after injury, then divided into three groups according to the Glasgow coma score (GCS). In-hospital mortality and one-month outcome assessed by the Glasgow outcome score (GOS) were investigated. Results Of 335 ABI patients (mean ages 32.4 years), 246 patients (73.4%) had abnormal ECGs. The most common abnormality was ST-T changes (41.5%), followed by sinus tachycardia (23.6%). ECG changes had a significant association with the severity and outcome. Logistic regression analysis showed the presence of ST-T changes (OR 2.587, 95%C/1.009 to 6.629, P=0.048) and QT dispersion prolongation (OR 4.656, 95%C/1.956 to 11.082, P=0.001) significantly associated with short outcomes. Conclusions ABI can lead to myocardial damage and ECG changes had a significant association with the severity. ST-T changes and QT dispersion prolongation were the independent prognosis factors for the negative outcome of ABI patients. 展开更多
关键词 acute brain injury electrocardiographic abnormalities OUTCOME
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Soft,stretchable,wireless intelligent three-lead electrocardiograph monitors with feedback functions for warning of potential heart attack 被引量:1
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作者 Chunki Yiu Yiming Liu +14 位作者 Chao Zhang Jingkun Zhou Huiling Jia Tsz H.Wong Xingcan Huang Jian Li Kuanming Yao Ming K.Yau Ling Zhao Hu Li Binbin Zhang Wooyoung Park Yuanting Zhang Zuankai Wang Xinge Yu 《SmartMat》 2022年第4期668-684,共17页
Cardiovascular diseases(CVDs)are fatal chronic diseases,where electrocardiography(ECG)monitoring could be a prominent solution for early diagnosis.In spite of available commercialized,multilead ECG devices,bulky forma... Cardiovascular diseases(CVDs)are fatal chronic diseases,where electrocardiography(ECG)monitoring could be a prominent solution for early diagnosis.In spite of available commercialized,multilead ECG devices,bulky formats,discontinuous monitoring,and no safety alarm system significantly limit their practical applications.Herein,we present a soft,and stretchable,three-lead ECG device allowing continuous monitoring and wireless transmission of ECG signals.A newly developed organohydrogel patch with a strong adhesive ability(~9.9 kPa)and higher conductivity(~6.5 kΩ)is applied for high-quality ECG signals collection.With a long operation duration(6.5 h)and wireless transmission distance(20.9 m),it could fulfill most of the daily applications.Machine learning algorithms and the graphical user interface are used for real-time ECG monitoring and cardiac abnormalities diagnosis.The vibratory flexible actuator,which is triggered by cardiac abnormalities that need immediate medical treatment,is also integrated as a warning system for the user.As a newly reported stretchable multi-lead ECG device for long-term ECG signal monitoring,there is a high potential for improving users'life quality with the high-risk population of CVDs. 展开更多
关键词 3-lead electrocardiograph safety alarm system skin electronics stretchable electronics wireless charging and communication
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急诊信息系统的心电监护报警参数自动计算与预警模块的开发及应用研究 被引量:1
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作者 包芸 潘慧斌 +1 位作者 李芳 周勤学 《护士进修杂志》 2025年第4期348-353,共6页
目的开发急诊信息系统的心电监护报警参数自动计算与预警模块,并探讨其在急诊危重患者安全管理中的应用效果。方法成立危重患者心电监护报警参数设置的改进团队,设计研发急诊信息系统心电监护报警范围自动计算模块与预警模块。选取2023... 目的开发急诊信息系统的心电监护报警参数自动计算与预警模块,并探讨其在急诊危重患者安全管理中的应用效果。方法成立危重患者心电监护报警参数设置的改进团队,设计研发急诊信息系统心电监护报警范围自动计算模块与预警模块。选取2023年3—12月浙江省某三甲医院急诊抢救室使用心电监护的危重患者作为研究对象,将报警范围自动计算与预警模块应用前后分为对照组(2023年3—5月)和观察组(2023年10—12月),比较2组患者心电监护报警参数设置正确率、报警设置错误同时期患者基本情况,观察实践效果。结果应用心电监护仪报警参数设置与预警模块后,心电监护报警参数设置正确率由75.53%提高至90.89%(χ2=400.57,P<0.01);应用心电监护仪报警参数设置及预警模块前后监护仪参数设置错误患者基本信息比较发现,模块应用后同时期护士管理急危重患者数明显增加[(5.66±0.41)例vs(7.98±0.67)例,t=-4.46,P<0.01],预检分诊Ⅰ、Ⅱ级危重患者参数设置错误例数明显减少(44例vs 26例,χ2=15.60,P<0.01);2组患者在入抢时改良早期预警评分(modified early warning score,MEWS)差异无统计学意义[(4.38±0.16)分vs(4.46±0.36)分,t=-0.20,P=0.84]。结论应用心电监护报警参数自动计算与预警模块能够提升急诊抢救室报警参数设置正确率,大大提升了护理工作效率,更好地保障护理安全,值得临床推广。 展开更多
关键词 心电监护 报警 危重患者 信息化 护理
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心电瀑布图诊断间歇性QRS波增宽的临床价值
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作者 王晶晶 景永明 +3 位作者 申继红 刘士超 耿一鸣 李世锋 《实用心电与临床诊疗》 2025年第3期409-417,共9页
目的探讨心电瀑布图诊断间歇性QRS波增宽的临床价值。方法回顾性分析动态心电图中伴有间歇性QRS波增宽的典型病例,观察并总结其心电瀑布图特征。结果间歇性QRS波增宽时心电瀑布图表现为R峰带增宽、变色,并伴有T峰带变色。P峰带正常延续... 目的探讨心电瀑布图诊断间歇性QRS波增宽的临床价值。方法回顾性分析动态心电图中伴有间歇性QRS波增宽的典型病例,观察并总结其心电瀑布图特征。结果间歇性QRS波增宽时心电瀑布图表现为R峰带增宽、变色,并伴有T峰带变色。P峰带正常延续且PR带在正常范围的情况见于间歇性左、右束支阻滞和VAT心室起搏心律等;P峰带漂移、断裂或消失的情况见于室性自主心律、VVI起搏心律;P峰带正常延续而PR带变窄的情况见于间歇性心室预激。结论心电瀑布图适合用于快速诊断和鉴别诊断间歇性QRS波增宽,能有效弥补散点图技术忽略形态信息的不足。 展开更多
关键词 心电瀑布图 心室预激 间歇性束支阻滞 室性自主心律 动态心电图
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急性冠脉综合征患者心电图特征与临床预后的关系
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作者 曾涛 《河南医学研究》 2025年第23期4332-4336,共5页
目的探讨急性冠脉综合征(ACS)患者的心电图特征与临床预后之间的关系,评估心电图在预后预测中的价值。方法回顾性分析在三门峡市中心医院确诊为ACS的100例患者的临床资料,记录其心电图特征,并结合随访数据评估其30 d内的主要不良心血管... 目的探讨急性冠脉综合征(ACS)患者的心电图特征与临床预后之间的关系,评估心电图在预后预测中的价值。方法回顾性分析在三门峡市中心医院确诊为ACS的100例患者的临床资料,记录其心电图特征,并结合随访数据评估其30 d内的主要不良心血管事件(MACE)。通过比较不同心电图特征在预后组间的分布差异,并构建Cox回归模型评估其对不良预后的预测作用。结果ST段抬高、T波显著倒置、心律失常、V_(1)导联T波倒置及心房颤动在预后不良组的发生率高于预后良好组(P<0.05)。基于这些心电图特征,构建了预后评分模型,受试者工作特征曲线分析表明模型具有良好的预测性能(曲线下面积为0.84,95%CI:0.76~0.92,截断值为3.5,敏感度为85%,特异度为70%,约登指数为0.55)。结论心电图特征在ACS患者的预后评估中具有重要价值,可通过简便的评分模型早期识别高危患者,从而优化治疗策略并改善临床结局。 展开更多
关键词 急性冠脉综合征 心电图特征 预后评估 不良心血管事件 风险预测
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Another example of Aslanger’s sign
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作者 Koji Takahashi Nobuhisa Yamamura +6 位作者 Mako Yoshino Daijiro Enomoto Hiroe Morioka Shigeki Uemura Takafumi Okura Tomoki Sakaue Katsuji Inoue 《Journal of Geriatric Cardiology》 2025年第4期455-457,共3页
The arterial pulse tapping artifact,known as Aslanger’s sign,is an electrocardiographic artifact resulting from the transmission of arterial pulsation onto the limb electrodes of the standard 12-lead electrocardiogra... The arterial pulse tapping artifact,known as Aslanger’s sign,is an electrocardiographic artifact resulting from the transmission of arterial pulsation onto the limb electrodes of the standard 12-lead electrocardiograph(ECG)which are placed near the radial or posterior tibial arteries.[1-16]This electromechanical artifact is of cardiac origin and is synchronous with the cardiac cycle.[17]Nearly all reported cases of Aslanger’s sign exhibit an unusual waveform morphology in all 12 leads except one limb lead.[1-14,16]However,we previously reported a case of Aslanger’s sign that showed distorted waveforms from the ST to TP segments observed only in five limb leads among 12 leads. 展开更多
关键词 leads electrocardiographic artifact limb electrodes aslanger's sign electromechanical artifact waveform morphology arterial pulse tapping artifactknown transmission arterial pulsation
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Special topic on smart sensing technologies for human physiology recognition
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作者 SHANG Yu 《Journal of Measurement Science and Instrumentation》 2025年第4期I0001-I0001,共1页
Noninvasive detection of human physiology plays a key role for diagnosis or therapeutic assessment of various diseases.In the past,many functional modalities,such as electrocardiograph(ECG),electroencephalogram(EEG),f... Noninvasive detection of human physiology plays a key role for diagnosis or therapeutic assessment of various diseases.In the past,many functional modalities,such as electrocardiograph(ECG),electroencephalogram(EEG),fluorescence microscope,and positron emission computed tomography(PETS)have been applied to clinic for probing human heart,brain waves or tissue metabolism,owing to rapid development in fields of electromagnetism,optics or particle physics.Nowadays,a few smart sensing technologies are emerging for human physiology detection in more wide range. 展开更多
关键词 noninvasive detection functional modalitiessuch positron emission computed tomography pets smart sensing technologies diagnosis therapeutic assessment particle physicsnowadaysa human physiology recognition electrocardiograph
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Identification of Cardiac Risk Factors from ECG Signals Using Residual Neural Networks
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作者 Divya Arivalagan Vignesh Ochathevan Rubankumar Dhanasekaran 《Congenital Heart Disease》 2025年第4期477-501,共25页
Background:The accurate identification of cardiac abnormalities is essential for proper diagnosis and effective treatment of cardiovascular diseases.Method:This work introduces an advanced methodology for detecting ca... Background:The accurate identification of cardiac abnormalities is essential for proper diagnosis and effective treatment of cardiovascular diseases.Method:This work introduces an advanced methodology for detecting cardiac abnormalities and estimating electrocardiographic age(ECG Age)using sophisticated signal processing and deep learning techniques.This study looks at six main heart conditions found in 12-lead electrocardiogram(ECG)data.It addresses important issues like class imbalances,missing lead scenarios,and model generalizations.A modified residual neural network(ResNet)architecture was developed to enhance the detection of cardiac abnormalities.Results:The proposed ResNet demonst rated superior performance when compared with two linear models and an alternative ResNet architectures,achieving an overall classification accuracy of 91.25%and an F1 score of 93.9%,surpassing baseline models.A comprehensive lead loss analysis was conducted,evaluating model performance across 4096 combinations of missing leads.The results revealed that pulse rate-based factors remained robust with up to 75%lead loss,while block-based factors experienced significant performance declines beyond the loss of four leads.Conclusion:This analysis highlighted the importance of addressing lead loss impacts to maintain a robust model.To optimize performance,targeted training approaches were developed for different conditions.Based on these insights,a grouping strategy was implemented to train specialized models for pulse rate-based and block-based conditions.This approach resulted in notable improvements,achieving an overall classification accuracy of 95.12%and an F1 score of 95.79%. 展开更多
关键词 ELECTROCARDIOGRAM 12-lead ECG cardiac abnormality detection ResNet machine learning deep learning electrocardiographic age lead loss analysis pulse rate-based factors block-based factors
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基于心率变异性非线性动力学算法的不同年龄心脏分析 被引量:1
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作者 曹澜 洪致远 +2 位作者 王鲲 张丽娟 王颖 《厦门大学学报(自然科学版)》 北大核心 2025年第2期316-326,共11页
[目的]为改善最大李亚普诺夫指数(largest Lyapunov exponent,LLE)基于心电图(electrocardiography,ECG)信号评价非线性特性时的计算效率问题,提出基于心率变异性(heart rate variablity,HRV)的洛伦兹散点图定性和LLE定量评估方法.[方法... [目的]为改善最大李亚普诺夫指数(largest Lyapunov exponent,LLE)基于心电图(electrocardiography,ECG)信号评价非线性特性时的计算效率问题,提出基于心率变异性(heart rate variablity,HRV)的洛伦兹散点图定性和LLE定量评估方法.[方法]提出基于HRV数据的心脏非线性动态特性分析框架,首先利用聚类法去除洛伦兹散点图的信号噪声,再基于序贯概率比检验自动提取稳定的HRV片段,从而在HRV数据上获得与ECG一致的非线性描述,实现基于长期HRV信号可靠、高效的非线性动态特性定量分析.[结果]将该模型应用于42名临床诊断为心脏健康的青年(16~45岁)和老年(≥70岁)个体的24 h动态心电数据,该模型在HRV数据与ECG信号上获得一致的非线性动力学量化特性;能在4 s内完成30 min HRV数据的LLE计算,且基于HRV的洛伦兹散点图的形状与LLE及心脏的健康程度有较强的相关性.[结论]由于基于HRV的洛伦兹散点图对算力需求较低,且可作为健康状态的评判依据.可用于穿戴系统的远程实时计算,同时为临床理解不同年龄心脏系统系统非线性动力学特性提供新的视角. 展开更多
关键词 非线性动力学 最大李雅普诺夫指数 心率变异性 心电图 洛伦兹散点图
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单导联长程心电监测筛查心房颤动的有效性研究 被引量:1
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作者 周乐 何星星 +8 位作者 孔祥怡 王珏 巫莹钢 夏逸飞 余成 左嵩 桑才华 龙德勇 马长生 《心肺血管病杂志》 2025年第2期123-127,共5页
目的:本研究旨在评估贴片式单导联长程(7日)动态心电监测在检测心房颤动中的有效性。方法:研究对象为2024年4月15日至2024年5月28日浙江省衢州市衢江区杜泽乡≥60岁的居民。所有入选者接受12导联心电图检查后,佩戴贴片式单导联动态心电... 目的:本研究旨在评估贴片式单导联长程(7日)动态心电监测在检测心房颤动中的有效性。方法:研究对象为2024年4月15日至2024年5月28日浙江省衢州市衢江区杜泽乡≥60岁的居民。所有入选者接受12导联心电图检查后,佩戴贴片式单导联动态心电监测设备连续监测7天。心律分析由心房颤动分析软件完成,并由两位心内科医生确认结果。比较12导联心电图与单导联监测的心房颤动检出率。结果:共纳入1 233例研究对象,平均年龄(65.2±4.5)岁,男性58%。12导联心电图诊断心房颤动27例(2.2%),其中持续性心房颤动26例(2.1%),阵发性心房颤动1例(0.1%)。单导联长程心电监测1 205例(97.7%),中位佩戴时间3.9(1.9,5.3)d,诊断心房颤动53例(4.4%),其中持续性心房颤动27例(2.2%),阵发性心房颤动26例(2.2%)。阵发性心房颤动的检出率在佩戴2~4天最高(46.2%),单导联监测对阵发性心房颤动的检出率显著高于12导联心电图(2.2%vs. 0.1%,P<0.001)。期间不良事件共发生15例(1.24%)皮肤过敏,无其他不良事件。结论:贴片式单导联长程动态心电监测显著提高了老年人心房颤动的检出率,尤其对阵发性心房颤动的检测效果突出。该监测方式为心房颤动早期诊断及治疗提供了重要工具,有望改善患者预后。 展开更多
关键词 心房颤动 动态心电监测 筛查 可穿戴设备 心电贴
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基于自然驾驶试验的公路螺旋隧道驾驶人心理旋转效应分析 被引量:3
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作者 韩磊 杜志刚 +2 位作者 杨永正 梅家林 贺世明 《中国公路学报》 北大核心 2025年第3期150-164,共15页
为探究公路螺旋隧道行车时驾驶人的心理旋转效应,招募了30名被试开展自然驾驶试验,采集驾驶人在曲线隧道和螺旋隧道行车时的视觉特性数据和心电特性数据,构建因子模型选取驾驶人心理旋转效应的敏感评价指标,对比驾驶人的主观负荷强度和... 为探究公路螺旋隧道行车时驾驶人的心理旋转效应,招募了30名被试开展自然驾驶试验,采集驾驶人在曲线隧道和螺旋隧道行车时的视觉特性数据和心电特性数据,构建因子模型选取驾驶人心理旋转效应的敏感评价指标,对比驾驶人的主观负荷强度和弯坡错觉程度,并构建数据包络分析模型(DEA),识别和探究公路螺旋隧道行车环境对驾驶人心理旋转效应的影响特征。结果表明:驾驶人心理旋转效应的敏感视觉特性指标为注视持续时间、瞳孔直径、扫视持续时间和扫视幅度,敏感心电特性指标为HR、SDNN、LF/HF和SampEn;曲线隧道与螺旋隧道条件下驾驶人视觉和心电表现存在显著差异,相较于曲线隧道,驾驶人在螺旋隧道行车时表现出更大的注视持续时间、瞳孔直径、扫视持续时间和更小的扫视幅度,以及更大的HR、LF/HF和更小的SDNN、SampEn;驾驶人在螺旋隧道行车时的视觉注意水平更高、视认反应时间更长,信息感知和处理难度更大、心理努力程度更大、视觉搜索效率下降,辨识能力减弱,同时更容易引起紧张和焦虑,从而导致自主神经调节能力减弱、心率变异性降低;此外,驾驶人主观评价结果显示,螺旋隧道行车时的弯坡错觉程度和主观心理负荷程度均大于曲线隧道;基于DEA的综合评价显示,曲线隧道在技术效益、规模效益和综合效益方面均优于螺旋隧道,这表明螺旋隧道行车环境对驾驶人视觉和心理绩效有损害,需要采取措施加以改善。 展开更多
关键词 交通工程 螺旋隧道 自然驾驶试验 心理旋转效应 视觉特性 心电特性 主观评价 DEA综合评价
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腔内心电定位技术在新生儿脐静脉置管中的应用效果及其对感染风险的影响
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作者 董亚平 李丰霞 +4 位作者 王静 张艳 李艳民 王志燕 梁彩霞 《中国病原生物学杂志》 北大核心 2025年第9期1115-1118,1124,共5页
目的 评估腔内心电定位技术在新生儿脐静脉置管中的应用效果,并探讨其对感染风险的影响。方法 本研究纳入2022年1月至2024年12月期间90例需进行脐静脉置管的新生儿,随机分为实验组(腔内心电定位技术,n=45)和对照组(传统置管方法,n=45)... 目的 评估腔内心电定位技术在新生儿脐静脉置管中的应用效果,并探讨其对感染风险的影响。方法 本研究纳入2022年1月至2024年12月期间90例需进行脐静脉置管的新生儿,随机分为实验组(腔内心电定位技术,n=45)和对照组(传统置管方法,n=45)。主要观察指标为置管成功率、首次置管成功率、操作时间、及置管相关感染发生率(包括脐部感染和菌血症)。次要观察指标包括导管留置时间、早期并发症发生率以及新生儿的体重增长。结果 在应用效果方面,实验组的置管总成功率为91.11%(41/45),高于对照组的77.78%(35/45)(P=0.016)。首次置管成功率为73.33%(33/45)在实验组,而对照组为55.56%(25/45)(P=0.032)。操作时间方面,实验组均值为(8.12±1.47)min,短于对照组的(11.31±2.26)min(P<0.001)。实验组新生儿的导管留置时间为(8.42±1.26)d,相较于对照组的(10.12±2.31)d,差异有统计学意义(P=0.022)。在早期并发症方面,实验组的发生率为2.22%(1/45),低于对照组的6.66%(3/45)(P=0.027)。在感染风险方面,实验组置管相关感染发生率为6.67%(3/45),低于对照组的13.33%(6/45)(P=0.046)。多因素logistic回归分析表明,腔内心电定位技术为影响置管成功率和感染风险的独立因素:置管成功率的OR为2.41(95%CI:1.13-5.17,P=0.021);感染风险的OR为0.36(95%CI:0.12-0.98,P=0.045)。结论 腔内心电定位技术在新生儿脐静脉置管中的应用,提高了置管成功率,缩短了操作时间,并有效降低了置管相关感染的发生率。该技术不仅改善了置管的操作效果,还降低了新生儿的早期并发症发生率,具有广泛的临床应用潜力。 展开更多
关键词 腔内心电定位技术 新生儿 脐静脉置管 感染风险
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