• Title/Summary/Keyword: ECG diagnosis

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A Novel Method to Estimate Heart Rate from ECG

  • Leu, Jenq-Shiun;Lo, Pei-Chen
    • Journal of Biomedical Engineering Research
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    • v.28 no.4
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    • pp.441-448
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    • 2007
  • Heart rate variability (HRV) in electrocardiogram (ECG) is an important index for understanding the health status of heart and the autonomic nervous system. Most HRV analysis approaches are based on the proper heart rate (HR) data. Estimation of heart rate is thus a key process in the HRV study. In this paper, we report an innovative method to estimate the heart rate. This method is mainly based on the concept of periodicity transform (PT) and instantaneous period (IP) estimate. The method presented is accordingly called the "PT-IP method." It does not require ECG R-wave detection and thus possesses robust noise-immune capability. While the noise contamination, ECG time-varying morphology, and subjects' physiological variations make the R-wave detection a difficult task, this method can help us effectively estimate HR for medical research and clinical diagnosis. The results of estimating HR from empirical ECG data verify the efficacy and reliability of the proposed method.

ECG Telemetry System by Mobile Communication (이동통신망을 이용한 원격 심전도 시스템)

  • Gu, Ja-Heon;Seo, Hee-Don;Park, Jun-Hong
    • Proceedings of the KIEE Conference
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    • 2002.11c
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    • pp.15-18
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    • 2002
  • This paper presents an ECG (electrocardiogram) telemetry system, in which patients can be monitored in nearly any environment by mobile communication. The ECG is transmitted to a monitor center via a built-in CDMA modem and forwarded to a cardiologist for diagnosis. Also this paper designed and implemented the receiving server which receives the ECG from the ECG aquisition module of patients by Internet. The server puts the ECG into a database. This telemetry system significantly increases the patient's safety and comfort.

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An u-healthcare system using an wireless sensor node with ECG analysis function by QRS-complex detection (QRS검출에 의한 ECG분석 기능을 갖춘 무선센서노드를 활용한 u-헬스케어 시스템)

  • Lee, Dae-Seok;Bhardwaj, Sachin;Chung, Wan-Young
    • Journal of Sensor Science and Technology
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    • v.16 no.5
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    • pp.361-368
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    • 2007
  • Small size real-time ECG signal analysis function by QRS-complex detection was put into sensor nodes. Wireless sensor nodes attached on the patient’s body transmit ECG data continuously in normal u-healthcare system. So there are heavy communication traffics between sensor nodes and gateways. New developed platform for real-time analysis of ECG signals on sensor node can be used as an advanced diagnosis and alarming system for healthcare. Sensor node does not need to transmit ECG data all the time in wireless sensor network and to server PC via gateway. When sensor node detects suspicion or abnormality in ECG, then the ECG data in the network was transmitted to the server PC for further powerful analysis. This system can reduce data packet overload and save some power in wireless sensor network. It can also increase the server performance.

A design of pipeline processor for real time ECG process (실시간 심전도 처리를 위한 파이프라인 프로세서의 설계)

  • Lee, Kyoung-Joong;Lee, Yoon-Sun;Yoon, Hyoung-Ro;Lee, Myoung-Ho
    • Proceedings of the KIEE Conference
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    • 1988.07a
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    • pp.731-733
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    • 1988
  • This paper describes a design of hardware system for real time automatic diagnosis of ECG arrhythmia based on pipeline processor consisting of the three microcomputer. ECG data is acquisited by 12 bit A/D converter with hardware QRS triggered detector. Four diagnostic parameters - heart rate, morphology, axis, and ST segment - are used for the classification and the diagnosis of arrhythmia. The functions of the main CPU were distributed and processed with three microcomputers. There-fore the effective data process and the real time process using microcomputer can be obtained. The interconnection structure consisting of two common memory units is designed to decrease the delay time caused by data transfer between processors and by which the delay time can be taken 1 % of one clock period.

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A Cell Phone-based ECG, Blood Pressure Monitoring System for Personal Healthcare Applications using Wireless Sensor Network Technology

  • Toh, Sing-Hui;Lee, Seung-Chul;Chung, Wan-Young
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.505-508
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    • 2008
  • Electrocardiogram (ECG) and blood pressure (BP) are main vital signs which are the standards in most medical settings in assessing the most basic body functions. Multi parameters are desired in providing more information for health professionals in order to detect or monitor medical problems of patients more precisely. This study urges us to develop a robust wireless healthcare monitoring system which has multiple physiological signs measurements on real time that applicable to various environments which integrates wireless sensor network technology and code division multiple access (CDMA) network with extended feature of locally standalone diagnosis algorithms that implemented in tell phone. ECG signal and BP parameter of the patients are routinely be monitored, processed and analyzed in details at cell phone locally to produce useful medical information to ease patients for tracking and future reference purposes. Any suspected or unknown patterns of signals will be immediately forwarded to hospital server using cell phone for doctors' evaluation. This feature enables the patients always recognize the importance of self-health checking so that the preventive actions can be taken earlier through this analytic information provided by this monitoring system because "Prevention is better than Cure".

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Development of Monitoring System for Biotelemetry Diagnosis of Multichannel ECG Data (다중채널 심전도 데이터의 원격진단을 위한 모니터링 시스템의 개발)

  • Jang, Won-Yeong;Jang, Won-Seok;Hong, Seung-Hong
    • Journal of Biomedical Engineering Research
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    • v.12 no.2
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    • pp.113-120
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    • 1991
  • This paper describes the implementation of a 3 channel ECG monitoring system. This system consists of an IBM-PC and simple accessory only. A PDTS (parallel data transmission system ) was designed to do monitor the data being operated with no effect and no exchange of software and hardware on the main transmission system in LOCAL mode. And it receives patient's ECG data from EPTS ( ECG processing and transmission system) of distant region. It provides on-line ECG waveform display, waveform storage, recall and editing the waveform. We have implemented the monitoring system by tw methods, and with system, we could directly monitor the EPTS and also receive the data from the remote ㅁe잉ion. This system was tested by experiments and examined its practical use.

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RBF Neural Networks-Based Adaptive Noise Filtering from the ECG Signal (방사기저함수 신경망을 기반한 ECG신호의 적응펄터링)

  • 이주원;이한욱;이종회;장두봉;김영일;이건기
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.1159-1162
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    • 1999
  • The ECG signal is very important information for diagnosis of patient and a cardiac disorder. It is hard to remove the noise because that is mixed with a lot of noise, and the error of the filtering will distort the ECG signal. The existing method for the filtering of the ECG signal has structure that has many steps for filtering, so that structure is complex and the processing speed is slow. For the improvement of that problem, we propose the method of filtering that has simple structure using the RBF neural networks and have good results.

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The Telemedicine System based ECG Data using Bio-Signal Meter and Smart Device (생체신호 측정기와 스마트 디바이스를 활용한 심전도 데이터 기반의 원격진료 시스템)

  • Kim, Yi-Seul;Cho, Jinsoo
    • Journal of the Semiconductor & Display Technology
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    • v.11 no.3
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    • pp.51-56
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    • 2012
  • In this paper, we propose a telemedicine system based ECG data using a bio-signal meter and a smart device for treating faraway patients. This system is composed of a patch-shaped portable bio-signal meter, patient's smart device application, and doctor's PC software. Using these components, doctors and patients can do telemedicine. First, a patient measures his own ECG signal with a bio-signal meter and send the data to a doctor using a smart device application. Then, the doctor checks the ECG data, and make and send a diagnosis chart to web server. Likewise, doctors and patients can be offered a medical environment without time and space restraints. Applying this system to real medical system can improve the problem of low accessibility and efficiency and also can reduce medical expenses.

Development of Signal Detection Methods for ECG (Electrocardiogram) based u-Healthcare Systems (심전도기반 u-Healthcare 시스템을 위한 파형추출 방법)

  • Min, Chul-Hong;Kim, Tae-Seon
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.46 no.6
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    • pp.18-26
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    • 2009
  • In this paper, we proposed multipurpose signal detection methods for ECG (electrocardiogram) based u-healthcare systems. For ECG based u-healthcare system, QRS signal extraction for cardiovascular disease diagnosis is essential. Also, for security and convenience reasons, it is desirable if u-healthcare system support biometric identification directly from user's bio-signal such as ECG for this case. For this, from Lead II signal, we developed QRS signal detection method and also, we developed signal extraction method for biometric identification using Lead II signal which is relatively robust from signal alteration by aging and diseases. For QRS signal detection capability from Lead II signal, ECG signals from MIT-BIH database are used and it showed 99.36% of accuracy and 99.68% of sensitivity. Also, to show the performance of signal extraction capability for biometric diagnosis purpose, Lead III signals are measured after drinking, smoking, or exercise to consider various monitoring conditions and it showed 99.92% of accuracy and 99.97% of sensitivity.

Comparison of Characteristics of P-Wave Detection in ECG with Wireless Patch Electrodes

  • Cho, Young Chang;Kim, Min Soo;Yoon, Jeong Oh
    • Journal of Korea Society of Industrial Information Systems
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    • v.19 no.1
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    • pp.43-52
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    • 2014
  • P-wave characteristic in the human electrocardiogram (ECG) is important in the diagnosis of atrial conduction pathology. In this paper, we measured an ECG signal from patient with cardiovascular disease using one lead ECG electrode system which is based on the wireless cardiac monitoring system. And we detected a P-wave in ECG signal using the complex-valued continuous wavelet transforms (CWT) according to two kinds of patch type electrodes such as an existing narrow patch type electrode and the improved wide patch type electrode presented in this paper. Also, we compared the characteristics in detecting the P-wave in terms of the magnitude and the width of P-waves. From the results of comparison we found that the width and the magnitude of P-wave detected using the wide patch type electrode is improved to be interpreted easier compared to those using the narrow patch type electrode. Furthermore, we have also proven that the complex-valued CWT can be used as a robust detector for P-wave in ECG signal analysis.