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      QRS구간 제거와 이동평균을 통한 대상 영역 추출 기반의 T파 검출 알고리즘 = T Wave Detection Algorithm based on Target Area Extraction through QRS Cancellation and Moving Average

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      https://www.riss.kr/link?id=A103047339

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      다국어 초록 (Multilingual Abstract)

      T wave is cardiac parameters that represent ventricular repolarization, it is very important to diagnose arrhythmia. Several methods for detecting T wave have been proposed, such as frequency analysis and non-linear approach. However, detection accuracy is at the lower level. This is because of the overlap of the P wave and T wave depending on the heart condition. We propose T wave detection algorithm based on target area extraction through QRS cancellation and moving average. For this purpose, we detected Q, R, S wave from noise-free ECG(electrocardiogram) signal through the preprocessing method. And then we extracted P, T target area by applying decision rule for four PAC(premature atrial contraction) pattern another arrhythmia through moving average and detected T wave using RT interval and threshold of RR interval. The performance of T wave detection is evaluated by using 48 record of MIT-BIH arrhythmia database. The achieved scores indicate the average detection rate of 95.32%.
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      T wave is cardiac parameters that represent ventricular repolarization, it is very important to diagnose arrhythmia. Several methods for detecting T wave have been proposed, such as frequency analysis and non-linear approach. However, detection accura...

      T wave is cardiac parameters that represent ventricular repolarization, it is very important to diagnose arrhythmia. Several methods for detecting T wave have been proposed, such as frequency analysis and non-linear approach. However, detection accuracy is at the lower level. This is because of the overlap of the P wave and T wave depending on the heart condition. We propose T wave detection algorithm based on target area extraction through QRS cancellation and moving average. For this purpose, we detected Q, R, S wave from noise-free ECG(electrocardiogram) signal through the preprocessing method. And then we extracted P, T target area by applying decision rule for four PAC(premature atrial contraction) pattern another arrhythmia through moving average and detected T wave using RT interval and threshold of RR interval. The performance of T wave detection is evaluated by using 48 record of MIT-BIH arrhythmia database. The achieved scores indicate the average detection rate of 95.32%.

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      참고문헌 (Reference)

      1 권혁숭, "조기심실수축 분류를 위한 위상 변이 추적 기반의 QRS 특징점 검출" 한국정보통신학회 20 (20): 427-436, 2016

      2 U. Scholz, "Vegetative background of sleep : Spectral analysis of the heart rate variability" 62 : 1037-1043, 1997

      3 P. E. Dilaveris, "Simple electrocardiographic markers for the prediction of paroxysmal idiopathic atrial fibrillation" 135 : 733-738, 1998

      4 T. Azeem, "Rapid Review of ECG Interpretation" Manson Publishing 2005

      5 T. Thong, "Prediction of paroxysmal atrial fibrillation by analysis of atrial premature complexes" 51 : 561-569, 2004

      6 L. Zapanta, "Heart rate chaos in obstructive sleep apnea in children" 1-5 : 3889-3892, 2004

      7 A. Alwan, "Global Status Report on Noncommunicable Diseases 2010" World Health Organization 2011

      8 A. Gacek, "ECG Signal processing, classification and interpretation" Springer 2012

      9 H. Roskamm, "Disorders of Cardiac Function" Marcel Dekker 1982

      10 J. Trinder, "Autonomic activity during human sleep as a function of time and sleep stage" 10 : 253-264, 2001

      1 권혁숭, "조기심실수축 분류를 위한 위상 변이 추적 기반의 QRS 특징점 검출" 한국정보통신학회 20 (20): 427-436, 2016

      2 U. Scholz, "Vegetative background of sleep : Spectral analysis of the heart rate variability" 62 : 1037-1043, 1997

      3 P. E. Dilaveris, "Simple electrocardiographic markers for the prediction of paroxysmal idiopathic atrial fibrillation" 135 : 733-738, 1998

      4 T. Azeem, "Rapid Review of ECG Interpretation" Manson Publishing 2005

      5 T. Thong, "Prediction of paroxysmal atrial fibrillation by analysis of atrial premature complexes" 51 : 561-569, 2004

      6 L. Zapanta, "Heart rate chaos in obstructive sleep apnea in children" 1-5 : 3889-3892, 2004

      7 A. Alwan, "Global Status Report on Noncommunicable Diseases 2010" World Health Organization 2011

      8 A. Gacek, "ECG Signal processing, classification and interpretation" Springer 2012

      9 H. Roskamm, "Disorders of Cardiac Function" Marcel Dekker 1982

      10 J. Trinder, "Autonomic activity during human sleep as a function of time and sleep stage" 10 : 253-264, 2001

      11 V. T. Krasteva, "Automatic detection of premature atrial contractions in the electrocardiogram" 9-10 : 49-55, 2006

      12 P. D. Chazal, "Automatic classification of heartbeats using ECG morphology and heartbeat interval features" 51 : 1196-1206, 2004

      13 M. G. Tsipouras, "Arrhythmia classification using the RR-interval duration signal" 485-488, 2002

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2027 평가예정 재인증평가 신청대상 (재인증)
      2021-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2018-01-01 평가 등재학술지 선정 (계속평가) KCI등재
      2017-12-01 평가 등재후보로 하락 (계속평가) KCI등재후보
      2013-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2011-11-23 학술지명변경 외국어명 : THE JOURNAL OF The KOREAN Institute Of Maritime information & Communication Science -> Journal of the Korea Institute Of Information and Communication Engineering KCI등재
      2011-11-16 학회명변경 영문명 : International Journal of Information and Communication Engineering(IJICE) -> The Korea Institute of Information and Communication Engineering KCI등재
      2011-11-14 학회명변경 한글명 : 한국해양정보통신학회 -> 한국정보통신학회
      영문명 : 미등록 -> International Journal of Information and Communication Engineering(IJICE)
      KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2005-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2004-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2002-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.23 0.23 0.27
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.24 0.22 0.424 0.11
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