• 한국콘텐츠학회논문지
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• 제18권2호
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• pp.370-377
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• 2018

집중도는 사용자 연구에서 중요한 감성적 반응으로 고려되고 있다. 객관적인 측정 방법으로 심장반응을 이용하여 데이터화 한다면 집중도를 감시할 수 있다. 본 연구의 목적은 상호작용을 하는 상황에서 유발되는 집중도의 차이에 따른 심장 반응의 패턴 분석을 통해 객관적이고 정량적으로 집중도를 인식하는 방법을 개발하는 것이다. 대학생 피험자 60명이 집중도 실험에 참여하였고 실험하는 동안 피실험자들의 심전도를 측정하였다. 실험은 화살로 타겟을 맞추는 게임으로 쉬운 난이도와 어려운 난이도로 구성하였다. 심전도로 부터 시간 영역 인디케이터와 주파수 영역 인디케이터를 추출하였다. 독립 표본 t검정 결과, 심전도로부터 추출한 시간 영역 인디케이터인 RRI와 SDNN, rMSSD, pNN50에서 집중도 차이에 따라 통계적으로 차이가 유의미하였다. 주파수 영역 인디케이터에서는 LF와 HF, lnLF, lnHF가 집중도 차이에 따라 통계적으로 차이가 유의미하였다. 이 중 집중도의 차이에 따라 패턴의 차이가 큰 RRI와 rMSSD, lnHF를 선정하여 통합 인디케이터를 생성하였다. 통합 인디케이터를 통해 도출한 룰베이스를 낮은 집중과 높은 집중 60개의 데이터 샘플을 통해 검증한 결과, 95%로 높은 인식 정확도를 보였다. 본 연구에서 제안한 집중도 인식 방법을 콘텐츠를 비롯한 다양한 분야에 적용하여 집중도를 높일 수 있는 컨텐츠적 요소들을 개발한다면 효율 및 흥미를 증진시킬 것이라 기대된다.

• 감성과학
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• 제21권3호
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• pp.73-82
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• 2018

경쟁과 협력을 인식하는 것은 일하는 공간에서 상호작용 디자인을 하는 데에 필요한 요소이다. 본 연구는 타인과의 상호작용에서 유발되는 경쟁과 협력의 사회 감성을 심장의 생리 반응 패턴으로 객관적이고 정량적으로 인식하는 방법을 개발하는 것이 목적이다. 피험자 60명은 패턴 게임으로 구성된 과제로 경쟁-협력 실험에 참여하였고 심전도를 측정하였다. 심전도로부터 시간 영역 지표인 RRI와 SDNN, pNN50, rMSSD를 추출하였고, 주파수 영역 지표인 VLF와 LF, HF, VLF/HF, LF/HF, lnVLF, lnLF, lnHF, lnVLF/lnHF를 추출하였다. 독립 표본 t검정으로 사회 감성에 따라 추출한 지표들의 통계적 유의성을 확인하였다. 통계적으로 유의한 지표들로 단계적 판별 분석을 진행하여 선정된 SDNN, VLF, lnVLF/lnHF 지표로 경쟁-협력 규칙을 정의하고 검증하였다. 검증 결과 85%의 인식 정확도를 보였다. 본 연구에서 제안한 감성 인식 방법은 다양한 분야에 접목되어 사용자 맞춤형 서비스 제공에 활용될 수 있을 것이라 생각된다.

• Journal of Acupuncture Research
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• 제25권1호
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• pp.15-23
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• 2008

Objectives : The aim of our study was to demonstrate the clinical application of a diagnosis relating the 7-zone-diagnostic system and heart rate variability. Materials and Methods : Subjects were divided into two groups according to the factor AA form of the 7-zone-diagnostic system(VEGA-DFM722, VEGA, Germany). Subjects in group A showed a factor-AA red bar graph in which zone 2 was higher than the normal range, and zone 6 was lower than the normal range. Subjects in group B showed a factor-AA red bar graph in which zone 2 was lower than the normal range, and zone 6 was higher than the normal range. We investigated how to differentiate the index of heart-rate variability(HRV, LX-3202, LAXTHA, Korea) for each group. We did independent sample t-tests and evaluated the results of the HRV at the 5% significance level using SPSS 10.0 for Windows. Results : The differences of the MeanRR, MeanHRV, SDNN, complexity, HRV-index, RMSSD, SDSD, and pNN50 values between the groups was not significant. The differences of the Ln(TP), Ln(VLF), Ln(HF), LF/(LF+HF), LF/HF, norm LF, and norm HF values between the groups was also not significant. The differences were not significant, but generally the values of SDNN, complexity, RMSSD, SDSD, Ln(VLF), Ln(HF) and norm LF for group B were higher than those for group A, and the values of pNN50 and norm HF for group B were lower than those for group A. Conclusions : This study suggests that differences in the HRV values between the groups was not significant, but group B has a tendency to be healthier than group A because of stress. Accordingly, further study will be required.

• 대한한방부인과학회지
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• 제20권1호
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• pp.199-213
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• 2007

Purpose : This research was designed to determine whether HRV can be used as an assessment index in weakly postpartum women. Methods : The subjects were 232 women who admitted for postpartum care in Oriental Hospital of Woosuk University from 19, December 2005 to 21, July 2006. They took the test of CBC and HRV. And then we selected 200 cases of postpartum women. The SPSS 10.0 for windows was used to analyse the data and the simple correlation coefficient and the independent samples t-test were used to verify the results. Results : The following results were obtained : 1. There were positive correlations between items of CBC(RBC, Hb, Hct) and SDSD, RMSSD, SDNN, and also between items of CBC and log-transformed index of spectral analysis. There were negative correlations between items of CBC and Mean-HRV, pNN50. 2. SDNN of anemic postpartum women group significantly decreased compared with that of normal postpartum women group. HRV-Index, RMSSD and SDSD of anemic postpartum women group significantly decreased compared with that of normal postpartum women group. pNN50 of anemic postpartum women group significantly increased compared with that of normal postpartum women group. 3. Ln(TP), Ln(VLF), Ln(LF) and Ln(HF) of anemic postpartum women group significantly decreased compared with that of normal postpartum women group. Conclusion : The results suggest that the function of heart of anemic postpartum women group significantly decreased compared with that of normal postpartum women group.

• 대한화학회지
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• 제56권2호
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• pp.236-245
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• 2012

The main mycobacterial infection in human is tuberculosis caused by Mycobacterium tuberculosis. Tuberculosis is the leading infectious cause of death in the world. Therefore there is continuing and compelling need for new and improved treatment for tuberculosis. The entire logic towards design of new compounds containing 4-hydroxy-N'-(1,3-thiazoldin- 2-yldene)benzohydrazide moiety is basically for superior antimycobacterial activity. The recent advances in QSAR and computer science have provided a systematic approach to design a structure of any compound and further, the biological activity of the compound can be predicted before synthesis. The 3D-QSAR studies for the set of 4-hydroxy-N'-(1,3-thiazoldin- 2-yldene)benzohydrazide and their derivatives were carried out by using V-life MDS (3.50). The various statistical methods such as Multiple Linear Regression (MLR), Partial Least Square Regression (PLSR), Principle Component Regression(PCR) and K nearest neighbour (kNN) were used. The kNN showed good results having cross validated $r^2$ 0.9319, $r^2$ for external test set 0.8561 and standard error of estimate 0.2195. The docking studies were carried out by using Schrodinger GLIDE module which resulted in good docking score in comparison with the standard isoniazid. The designed compounds were further subjected for synthesis and biological evaluation. Antitubercular evaluation of these compounds showed that (4.a), (4.d) and (4.g) found as potent inhibitor of H37RV.

• 대한한의진단학회지
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• 제19권2호
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• pp.75-90
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• 2015

Objectives The purposes of this study was to develope a Qi gong exercise that suits characteristics of post mastectomy women, and to evaluate the effect of Qi gong exercise on immune response, blood circulation index, pulse wave parameter and heart rate variability. Methods This study was applied to total 35 post mastectomy women, including 17 for experiment group and 18 for control group. The Qi gong exercise was composed of total 24 times of 90 minutes per each time, twice a week, and 12 weeks and it was conducted by the oriental medicine professor who was an expert of Qi gong exercise. Results 1. Two group comparison revealed that the experimental group had significantly improved immune response(p<.021), HR(beats/min)(p<.001), ESV(ml/beat)(p=.038), ESI($ml/beat/m^2$)(p=.040), ECO (L/min)(p=.019), ECI($L/min/m^2$)(p=.023), ECRI($dyne^*sec/cm$)(p=.015), Left Kwan($div^3$)(p=.021), Right Kwan($div^3$)(p=.038), Mean HRV(cycle/min)(p<.001), SDNN(ms)(p=.043), RMSSD(ms)(p=.040), and TP(log $ms^2$)(p=.039). 2. Two group comparison revealed that the experimental group had significantly decreased ECR ($dyne^*sec^*cm^{-5}$) (p=.034), Left RAI(p=.044), Right RAI(p=.042), and pNN50(%)(p=.038). Conclusions These results from Qi gong exercise program can be used as basic data for development of health promotion program for Post Mastectomy Women.

• 셀메드
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• 제5권1호
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• pp.4.1-4.4
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• 2015

Yoga is an ancient Indian system of life, encompassing various practices including practices for self-discipline and also for regulating the health states of the individual, being practiced for thousands of years. The present study aims at understanding the effect of two high frequency breathing practices over autonomic nervous system. Forty healthy male volunteers of age $21{\pm}2$ years with $9{\pm}3$ months of Yoga practice experience were recruited. The two high frequency Yoga breathing practices, kapalabhati (KB) and bhastrika (BH) were given as interventions randomly on either of the two days to minimise laboratory bias. They were assessed before and immediately after the interventions for heart rate, respiratory rate, heart rate variability (HRV), blood pressure and peripheral oxygen saturation. There was a significant increase in heart rate (p<0.01; p<0.001), systolic blood pressure (p<0.01; p<0.001), NN50 (p<0.01; p<0.001) component of HRV for both KB and BH groups respectively. There was a significant reduction in respiratory rate in both the groups (p<0.001, and p<0.05, BH and KB respectively) immediately following intervention. A significant increase in LF component of HRV and reduction in Diastolic blood pressure and high frequency (HF)component following KB was also observed (p<0.05, for all comparisons). The Mean peripheral oxygen saturation remained unaltered in both the groups (p>0.05).The results suggest that high frequency yoga breathing practices induce physiological arousal immediately as evidenced by increased blood pressure and heart rate. The sympathetic arousal was more following KB session as evidenced by an increased diastolic blood pressure, LF power and a decrease in HF power of HRV as compared to the BH session.

• 대한약침학회지
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• 제11권1호
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• pp.55-69
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• 2008

Objective : We investigated the effects of distilled Wild Ginseng Herbal Acupuncture on autonomic nervous system with the Heart Rate Variability(HRV) in adult man. as well as we tried to observe how distilled Wild Ginseng Herbal Acupuncture on the balance of the autonomic nervous system. Method : We investigated the effects of distilled Wild Ginseng Herbal Acupuncture on autonomic nervous system with the Heart Rate Variability(HRV) in adult man. as well as we tried to observe how distilled Wild Ginseng Herbal Acupuncture on the balance of the autonomic nervous system. 1 healthy volunteers consisted of 31 subjects in experiment(distilled Wild Ginseng Herbal Acupuncture) group and 30 subjects in control(Normal Saline) group. Study form was a randomized, placebo-controlled, double-blind clinical trial. 31 subjects in experiment group were injected distilled Wild Ginseng Herbal Acupuncture at $GB_{21}$(Kyonjong) and 30 subjects in control group were injected Normal Saline at $GB_{21}$(Kyonjong). except of 2 subjects(in control group) who can't be measured and 11 subjects(7 in experiment group and 4 in control group) who move or make unforceable error during measuring. Finally 24 subject in experiment group and 24 subject in control group are studied. We measured HRV by PolyG-I on 7 times : before and after injection per 5 minutes during 30 minutes. The SPSS 10.0 for windows was used to analyze the data and the paired t-test(in group) and Student t-test(between two groups) were used to verify the result. Result : 1. After distilled Wild Ginseng Herbal Acupuncture injection, Mean HRV is significantly low only for first 5 minute, SDNN is significantly high after 5 minute, Complexity is significantly low after 5 minute, HRV index is significantly high after 10 minute and pNN50 is significantly low after 5 minute. 2. SDNN of distilled Wild Ginseng Herbal Acupuncture Group significantly increased from 20minute to 25minute, and pNN50 of distilled Wild Ginseng Herbal Acupuncture Group significantly decreased from 10minute to 15minute and 20 minute to 30 minute compared with those of Normal Saline group. 3. After distilled Wild Ginseng Herbal Acupuncture injection, Ln(TP), Ln(VLF) and Ln(LF) are significantly high after 5 minute, normalized LF is significantly high after 5 minute and normalized HF is significantly low after 5 minute. 4. Ln(TP) and Ln(VLF) of distilled Wild Ginseng Herbal Acupuncture Group significantly increased from 20minute to 25 minute compared with those of Normal Saline group. Conclusion : The results suggest that distilled Wild Ginseng Herbal Acupuncture in healthy adult man tend to activate the autonomic nervous system and sympathetic nervous system compared to Normal Saline within normal range.

• 생명과학회지
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• 제28권5호
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• pp.587-596
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• 2018

전 세계적으로 담배흡연자의 심혈관 위험 감소와 금연을 위한 대안으로 전자담배 이용이 급속하게 확산되고 있지만 니코틴을 포함한 잠재적 유해화합물을 함유한 전자담배의 심혈관 효과는 불분명하다. 본 연구는 전자담배 사용에 따른 심장자율신경조절 변화를 관찰하고 급성적인 교감신경흥분효과 및 부교감신경활동 저하 반응을 궐련담배 흡연과 직접 비교하려는 목적으로 수행되었다. 41명의 젊고 건강한 흡연남성들을 대상으로 자료 분석을 수행하였으며, 무작위 교차 설계에 의해 1주의 wash-out period를 적용하여 전자담배와 궐련담배 세션이 각각 실시되었다. 전자담배는 흡연 시를 포함한 흡연 후 5분까지, 궐련담배의 경우 흡연 시 및 흡연 후 최대 30분까지 교감신경활성화 및 부교감신경 감소가 관찰되었다. 두 제품 간 비교에서, 흡연 시를 포함한 흡연 후 30분 동안의 HRV 분석에서 전자담배는 궐련담배에 비해 비교적 교감신경흥분효과 및 부교감신경저하에서 적은 변화수준 및 단시간 변화를 제공하는 것으로 나타났다. 이상의 결과들은 비록 전자담배가 궐련담배에 비해 심장자율신경조절에서 상대적으로 완화된 효과를 제공한다고 할지라도 전자담배 내 니코틴 및 잠재적 위험요인들을 고려해 볼 때 급성적인 교감신경흥분작용 및 부교감신경의 저하를 야기함으로 과도한 사용에 주의가 요구된다.

• 감성과학
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• 제14권2호
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• pp.269-278
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• 2011

본 연구에서는 집중력 시에 통상적인 방법으로 사용되는 EEG 선호의 theta/alpha 값과 심박변이도(HRV) 변수들의 상관관계를 분석하기 위함이다. 각 주파수 대역에 따른 EEG 선호의 파행과 자율신경계 변화를 연구한 논문들을 바탕으로, 본 연구에서는 집중상태에 따른 theta파의 변화와 alpha파의 신호를 분석하여 theta/alpha 값으로 중추신경계 변화를 평가하였다. 또한 자율신경계에서 생리학적 변화는 HRV 변수들(beat interval, SDNN, RMSSD, NN50, LF, HF, LF/HF)로 평가/해석하였다. 실험방법은 신경 인지 검사 프로그램인 CNT 4.0을 이용하여 21 명의 건강한 피험자들의 청각 집중력 테스트를 수행하였고, EEG 신호와 PPG 신호를 분석하였다. EEG로부터 추출한 theta/alpha값과 PPG로부터 추출한 HRV변수들은 중다회귀분석을 이용하여 각각의 조합에 따른 두 지표간의 상관관계를 평가하였다. theta/alpha와 심혈관계의 변수들의 상호연관성은 {SDNN(2), HF(6)} 변수가 포함된 3차원 이상의 조합에서 상대적으로 유효하게 나타났다. 결과적으로 고차원 HRV 변수 조합이 저차원 조합보다 theta/alpha 와 상대적으로 높은 상관관계($R^2=0.253$; 7차원)를 나타내었고, 통계적 유의성(p<0.05)을 만족하였다.