• Title/Summary/Keyword: QRS-complex

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Adaptive Filtering for QRS Detection (QRS검출을 위한 Adaptive Filter)

  • Lee, Soon-Hyouk;Jun, Young-Il;Choi, Kyoung-Hoon;Yoon, Hyung-Ro
    • Proceedings of the KOSOMBE Conference
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    • v.1993 no.11
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    • pp.167-170
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    • 1993
  • matched filter는 신호와 잡음의 통계적 값을 알고 있을 때 신호대 잡음비를 최대로 하는 filter이다. 그런데, matched filter가 최적화 되려면 잡음이 white noise이어야한다. 그러나 ECG신호에 존재하는 잡음은 여러가지 성분이 공존하는 서로 연관되어있는 잡음이다. 따라서 whitening filter를 사용하여 잡음을 whitening시킨후에 matched filter를 통과 시켜야한다. 본 논문에서는 QRS complex를 검출하기 위한 matched filter에 있어서 LMS방법을 이용한 linear whitening filter와 neural network을 이용한 non-linear whitening filter의 특성을 비교하였다.

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A New QRS Detection Algorithm Using Index Function Based on Resonance Theory (Resonace theory에 기반을 둔 index function을 통한 새로운 QRS 검출 알고리즘)

  • Lee, Jeon;Yoon, Hyung-Ro;Lee, Kyung-Joong
    • Journal of Biomedical Engineering Research
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    • v.24 no.2
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    • pp.107-112
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    • 2003
  • This paper describes a new simple QRS detection algorithm using index function based on resonance theory. The ECG signal can be modeled with several sinusoidal pulses and its first difference has some relations with the amplitude and frequency of sinusoidal pulse. Based on above fact, an index function, similar to the square of the imaginary part of a simple R-L-C circuit, was designed. A QRS complex is detected by applying the adaptive method to the response of index function. The algorithm showed a performance comparable to or higher than the other algorithms. Because it does not require any complicated preprocessing or postprocessing, it can be implemented in real time.

Classification of Premature Ventricular Contraction Arrhythmia by Kurtosis Analysis (첨도치 해석을 통한 심실조기수축 부정맥 검출)

  • Kim, Kyeong-Seop;Kim, Jeong-Hwan
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2013.07a
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    • pp.355-356
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    • 2013
  • 심장의 활동을 전기적 변위로 표현되는 심전도 신호는 심장병 진단에 중요한 임상적 파라미터들을 제공한다. 특히 심전도 신호에서 P, QRS Complex,, T 특징점들로 대표되는 파형 변곡점들의 시간상 위치와 크기 및 형태학적 모양은 심장의 이상 리듬을 나타내는 부정맥여부를 검출하는데 핵심적인 역할을 한다. 본 연구에서는 특히 QRS complex 구간에 대한 첨도치의 연산 해석을 통하여 정상적인 심전도 리듬과 심실조기수축 부정맥 리듬을 구분하는 방법을 제시하고 또한 스마트폰을 기반으로 하는 심전도 모니터링 시스템에 적용하고자 하였다.

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A Study on the Automatic Diagnosis of ECG

  • Jeong, Gu-Young;Yu, Kee-Ho;Kwon, Tae-Kyu;Lee, Seong-Cheol
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.55.4-55
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    • 2001
  • Analyzing the ECG signal, we can find heart disease. Myocardial ischemia is a disorder of cardiac function caused by insufficient blood flow to the muscle tissue of the heart. Myocardial ischemia is inscribed on ST-segment of the ECG during and after patient takes exercise or is under stress, but after long time past, the ECG pattern is return to steady state. Therefore, it is necessary to monitor and analyze the ECG signal continuously for patient or aged people. Our primary purpose is the detection of temporary change of the ST-segment of ECG automatically. In the signal processing, the wavelet transform decomposes the ECG signal into high and low frequency components using wavelet function. Recomposing the high frequency bands including QRS complex, we can detect QRS complex more easily ...

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Estimation of Instantaneous Bandwidth and Noise Rejection of ECG signals for 24-hours Continuous Health Monitoring System (24시간 건강 모니터링 시스템을 위한 심전도 신호의 순시 대역폭 추정 및 잡음 제거)

  • Song, Min;Choe, Jin-Myoung;Lee, He-Young
    • Proceedings of the IEEK Conference
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    • 2001.06e
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    • pp.89-92
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    • 2001
  • For the diagnosis of arrhythmia in the heart system, the QRS complex of ECG signals is used in many cases. The rejection of the noise in ECG signals is important to acquisition of exact QRS complex. This paper presents some experimental results about instantaneous bandwidth estimation and noise rejection of ECG signals with the purpose of rejection of the 60 Hz power noise and the motion artifacts such as EMG signals and contact noise. ECG signals corrupted by noise are cleaned by using the variable bandwidth filter. For the filtering of ECG signals with noise, the instantaneous bandwidth of the signals is estimated by analysis of time-frequency representation of ECG signal.

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An ECG Monitoring and Analysis Method for Ubiquitous Healthcare System in WSN

  • Bhardwaj, Sachin;Lee, Dae-Seok;Chung, Wan-Young
    • Journal of information and communication convergence engineering
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    • v.5 no.1
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    • pp.7-11
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    • 2007
  • The aim of this paper is to design and implement a new ECG signal monitoring and analysis method for the home care of elderly persons or patients, using wireless sensor network (WSN) technology. The wireless technology for home-care purpose gives new possibilities for monitoring of vital parameter with wearable biomedical sensors and will give the patient freedom to be mobile and still be under continuously monitoring. Developed platform for portable real-time analysis of ECG signals can be used as an advanced diagnosis and alarming system. The ECG features are used to detect life-threatening arrhythmias, with an emphasis on the software for analyzing the P-wave, QRS complex, and T-wave in ECG signals at server after receiving data from base station. Based on abnormal ECG activity, the server transfer diagnostic results and alarm conditions to a doctor's PDA. Doctor can diagnose the patients who have survived from arrhythmia diseases.

Development of Exercise ECG Analysis Algorithm Using Wavelet Transform (웨이브렛 변환을 이용한 Exercise ECG 신호분석 알고리즘의 개발)

  • Park, G.L.;Lee, K.J.
    • Proceedings of the KOSOMBE Conference
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    • v.1996 no.11
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    • pp.213-216
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    • 1996
  • In this research we would like to develop an exercise ECG signal analysis algorithm using the wavelet transform, which is possible to analyze the time and the frequency simultaneously. Wavelet transform has an advantage of dividing the nonstationary signals into the high frequency and low frequency band successively. Thus, it can separates the unnecessary noises from the frequency band of QRS complex and then using the selected frequency band we could detect the QRS complex and ST segment.

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A case of imipramine induced toxicity with Brugada electrocardiographic pattern in a toddler (Brugada 심전도 양상을 포함한 이미프라민에 의한 독성 부작용 1예)

  • Choi, Woo-Yeon;Park, Soo-Min;Han, Ui-Jeong;Kim, Young-Nam;Cho, Young-Kuk;Ma, Jae-Sook
    • Clinical and Experimental Pediatrics
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    • v.51 no.11
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    • pp.1232-1235
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    • 2008
  • Imipramine, a tricyclic antidepressant (TCA), is used for the treatment of non-polar depression and nocturnal enuresis in children in whom an organic pathology has been excluded, anxiety disorders, and neuropathic pain. Clinical toxicity following the treatment of TCAs, including imipramine, is well known. The anticholinergic effects initially present include a dry mouth, ileus, dilated pupils, urinary retention, and mild sinus tachycardia. The central nervous system toxicity includes delirium, agitation, restlessness, hallucinations, convulsions, and CNS depression or coma. However, the most life-threatening toxicity remains the development of cardiac dysrhythmias. Conduction delays such as QRS and corrected QT prolongation, wide QRS complex tachycardia, and the Brugada electrocardiographic pattern have been reported. Sodium bicarbonate decreases QRS widening and suppresses dysrhythmias by providing excess sodium to reverse the TCA-induced sodium-channel blockade and possibly by binding directly to the myocardium. There are no pediatric case reports on imipramine or other TCA associated toxicity in Korea. Here, we describe a patient who presented with convulsions, tachycardia with a wide QRS complex, a Brugada electrocardiographic pattern, and anuresis associated with an accidental overdose of imipramine and the outcome of treatment with sodium bicarbonate.

Effect of a 12-Week Combined Exercise Program on Cardiovascular Function and Electrocardiogram Based ST Segment, QRS in Obese Middle-Aged Women (12주 복합운동 프로그램이 비만 중년여성의 심혈관계 기능과 심전도 기반의 ST 분절, QRS군에 미치는 영향)

  • Jeong-Hee Yun;Ki-Wook Jo;Chang-Hwan Kim
    • Journal of the Korean Applied Science and Technology
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    • v.41 no.3
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    • pp.705-720
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    • 2024
  • This study randomly assigned 24 middle-aged women to determine the effect of a 12-week combined exercise program on cardiovascular function and electrocardiogram-based ST segment and QRS in obese middle-aged women. Analysis of the results was conducted to verify differences within groups and between periods and groups. In terms of cardiovascular function, myocardial oxygen consumption showed a significant decrease in the experimental group during the resting phase and the highest intensity phase during exercise, and an interaction between group and period at rest was also observed. The heart rate recovery rate showed a significant decrease in the experimental group at 2 minutes of recovery, while in the control group, on the contrary, a significant increase was observed. The experimental group showed a significant decrease in systolic blood pressure, and an interaction between group and period was also observed. There was no change in diastolic blood pressure in both the experimental and control groups, and there was a statistically significant decrease in pulse pressure only in the experimental group at the 3-minute recovery stage. In the case of the electrocardiogram, the QRS height in the experimental group showed a significant increase in most cases at rest and at 3, 6, and 9 minutes during the recovery period, while there was no significant difference in the QRS period in both the experimental and control groups, and the ST segment height was significantly increased at rest in the experimental group. appeared to have increased. Therefore, summarizing the results of this study, it is believed that the 12-week combined exercise program has a positive effect in improving cardiovascular function, ventricular contractility in electrocardiograms, and myocardial ischemia in obese middle-aged women.

ECG Monitoring using High-Reliability Functional Wireless Sensor Node based on Ad-hoc network (고신뢰도 기능성 무선센서노드를 이용한 Ad-hoc기반의 ECG 모니터링)

  • Lee, Dae-Seok;Do, Kyeong-Hoon;Lee, Hoon-Jae
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.6
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    • pp.1215-1221
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    • 2009
  • A novel approach for electrocardiogram (ECG) analysis within a functional sensor node has been developed and evaluated. The main aim is to reduce data collision, traffic overload and power consumption in healthcare applications of wireless sensor networks(WSN). The sensor node attached on the patient's body surface around the heart can perform ECG analysis based on a QRS detection algorithm to detect abnormal condition of the patient. Data transfer is activated only after detected abnormality in the ECG. This system can reduce packet loss during transmission by reducing traffic overload. In addition, it saves power supply energy leading to more reliable, cheap and user-friendly operation in the WSN for ubiquitous health monitoring.