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  • 시-주파수 분석을 이용한 심실세동시 심전도 분석을 통한 제세동 예측에 관한 연구
저자명
성홍모,신재우,이현숙,황성오,윤영로,Sung. Hong-Mo,Shin. Jae-Woo,Lee. Hyun-Sook,Hwang. Sung-Ho,Yoon. Young-Ro
간행물명
전기학회논문지. The transactions of the Korean Institute of Electrical Engineers. D / D, 시스템 및 제어부문
권/호정보
2006년|55권 4호|pp.181-188 (8 pages)
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

The purpose of this study is to predict the defibrillation success of a ventricular Fibrillation ECG signal using time-frequency analysis. During CPR, coronary perfusion pressure and electrocardiogram were measured. Parameters extracted from time-frequency domain were served as predictor of resuscitation success. Time frequency distribution(TFD) of ECG signals was estimated from the smoothed pseudo Wigner-Ville distribution(SPWVD). Median frequency, peak frequency, 1/f slope, frequency band ratios$(2{sim}4Hz,;4{sim}6Hz,;6{sim}8Hz,;8{sim}10Hz,;10{sim}12Hz,;12{sim}15Hz)$ were extracted from each TFD as function of time. Paired t-test was used to determine the differences in ROSC and non-ROSC groups. In the statistical results, we selected four significant parameters - median frequency, 1/f slope, $2{sim}4Hz$ band ratio, $8{sim}10Hz$ band ratio. We made an attempt to predict defibrillation success by combining features extracted from time frequency distribution. Independent t-test was used to determine the differences ROSC and non-ROSC groups. Consequently, we selected four significant parameters-median frequency, 1/f slope, $2{sim}4Hz$ band ratio, $8{sim}10Hz$ band ratio. The relationship between coronary perfusion pressure and ECG parameters was analyzed with linear regression analysis. R-square value was 55%. 1/f slope and $8{sim}10Hz$ band ratio had the significant relationship with coronary perfusion pressure.