• 한방비만학회지
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• 제12권2호
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• pp.8-16
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• 2012

Objectives: This study is designed to report the correlation between Body Mass Index(BMI), Heart Rate Variability(HRV), stess, drinking alcohol, coffee and smoking. Methods: From 1st January 2010 to 31st December 2012, We tested on 458 patients who hospitalized in Cheong Yeon Korean Medicine Hospital for reducing their weights, then we collected the statistical analysis with the result of their HRV and the special survey. Results: This experiment was studied on total 458 patients, 27 were men and 431 were women. The average of the age of men was $28.23{\pm}4.22$ and $24.31{\pm}385$ was women. There were significant differences in BMI, Low frequency(LF), High frequency(HF), stress score, frequency of drinking alcohol, smoking and drinking coffee followed by their ages. When we looked at the correlation between obesity with smoking and drinking coffee, we can see that the BMI increased, the frequency of drinking alcohol was decreased, however there were no statistic correlation in smoking and drinking coffee with BMI. Conclusions: With the result of HRV, we can suggest the BMI and stress score are correlated each other but we need further studies about passive stress relief by taking favourite food such as drinking alcohol, smoking, drinking coffee, etc.

• 대한한방부인과학회지
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• 제28권3호
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• pp.11-20
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• 2015

Objectives This study is performed to recognize the relationship between atrophic vaginitis and stress that have an affect on autonomic nervous system. Methods We studied 47 patients who visited Kangnam Kyunghee Korean Hospital Medical Examination Center from November, 2013 to June, 2014. They were devided into two groups, atrophic vaginitis group (AV, n=18) and non-atrophic vaginitis group (NAV, n=29). We compared the result of HRV between the two groups. Results The mean of The standard deviation of NN intervals (SDNN), the square root of the mean squared difference of successive NNs (RMSSD) in AV group was lower than NAV group, but there was no significant difference between the two groups. Total power (TP), low frequency (LF) and very low frequency (VLF) of AV group was significantly lower than NAV group. There was no significant difference in high frequency (HF). Conclusions Women with atrophic vaginitis is expected to have low adaptive capacity against stress.

• Journal of Animal Science and Technology
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• 제63권3호
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• pp.651-661
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• 2021

This study aimed to investigate whether breed, sex, and age affected temperament differently (more or less neophobic) in mature horses during a novel object test. The study included Jeju crossbred (n = 12, age = 9.42 ± 4.57 y), Thoroughbred (n = 15, age = 10.73 ± 3.09 y), and Warmblood horses (n = 12, age = 13.08 ± 3.55 y) with the females (n = 22, age = 11.36 ± 4.24 y) and geldings (n = 17, age = 10.65 ± 3.66 y). Jeju crossbreds (Jeju horse × Thoroughbred) are valuable considering their popular usage in Korea, but limited studies have explored temperament of Jeju crossbred horses. A trained experimenter touched the left side of the neck with a white plastic bag (novel object). The test ended when the horse stopped escape response and heart rate (HR) dropped to baseline. Behavioral score and escape duration were measured as behavioral variables. Multiple variables related to HR and heart rate variability (HRV) were measured to reflect emotional state. These included basal HR (BHR), maximum HR (MHR), delay to reach maximum heart rate (Time to MHR), standard deviation of beat-to-beat intervals (SDNN), root mean square of successive differences (RMSSD), and ratio of low to high frequency components of a continuous series of heartbeats (LF/HF). Statistics revealed that Thoroughbreds had significantly higher behavioral scores, and lower RMSSD than Jeju crossbreds (p < 0.05), suggesting greater excitement and fear to the novel object in Thoroughbreds. None of the behavioral or cardiac parameters exhibited sex differences (p < 0.05). Age was negatively correlated with SDNN and RMSSD (p < 0.05), indicating that older horses felt more anxiety to the novelty than younger horses. Thoroughbreds and females had distinct correlations between behavioral and HRV variables in comparison with other groups (p < 0.05), implying that escape duration might be a good indicator of stress, especially in these two groups. These results are expected to improve equine welfare, safety and utility, by providing insights into the temperament of particular horse groups, to better match reactivity levels with specific functions.

• 대한의용생체공학회:의공학회지
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• 제40권2호
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• pp.62-67
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• 2019

The purpose of this study was to evaluate the performance of deep neural network model in order to determine whether there is a risk factor for coronary artery disease based on the cardiac variation parameter. The study used unidentifiable 297 data to evaluate the performance of the model. Input data consists of heart rate parameters, which are SDNN (standard deviation of the N-N intervals), PSI (physical stress index), TP (total power), VLF (very low frequency), LF (low frequency), HF (high frequency), RMSSD (root mean square of successive difference) APEN (approximate entropy) and SRD (successive R-R interval difference), the age group and sex. Output data are divided into normal and patient groups, and the patient group consists of those diagnosed with diabetes, high blood pressure, and hyperlipidemia among the various risk factors that can cause coronary artery disease. Based on this, a binary classification model was applied using Deep Neural Network of deep learning techniques to classify normal and patient groups efficiently. To evaluate the effectiveness of the model used in this study, Kernel SVM (support vector machine), one of the classification models in machine learning, was compared and evaluated using same data. The results showed that the accuracy of the proposed deep neural network was train set 91.79% and test set 85.56% and the specificity was 87.04% and the sensitivity was 83.33% from the point of diagnosis. These results suggest that deep learning is more efficient when classifying these medical data because the train set accuracy in the deep neural network was 7.73% higher than the comparative model Kernel SVM.

• 대한의용생체공학회:의공학회지
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• 제43권1호
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• pp.27-34
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• 2022

Drunk driving defines a driver as unable to drive a vehicle safely due to drinking. To crack down on drunk driving, alcohol concentration evaluates through breathing and crack down on drinking using S-shaped courses. A method for assessing drunk driving without using BAC or BrAC is measurement via biosignal. Depending on the individual specificity of drinking, alcohol evaluation studies through various biosignals need to be conducted. In this study, we measure biosignals that are related to alcohol concentration, predict BrAC through SVM, and verify the effectiveness of the S-shaped course. Participants were 8 men who have a driving license. Subjects conducted a d2 test and a scenario evaluation of driving an S-shaped course when they attained BrAC's certain criteria. We utilized SVR to predict BrAC via biosignals. Statistical analysis used a one-way Anova test. Depending on the amount of drinking, there was a tendency to increase pupil size, HR, normLF, skin conductivity, body temperature, SE, and speed, while normHF tended to decrease. There was no apparent change in the respiratory rate and TN-E. The result of the D2 test tended to increase from 0.03% and decrease from 0.08%. Measured biosignals have enabled BrAC predictions using SVR models to obtain high Figs in primary and secondary cross-validations. In this study, we were able to predict BrAC through changes in biosignals and SVMs depending on alcohol concentration and verified the effectiveness of the S-shaped course drinking control method.

• 대한한방부인과학회지
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• 제35권3호
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• pp.122-136
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• 2022

Objectives: The aim of this study is to investigate Heart Rate Variability (HRV) characteristics of patients with primary dysmenorrhea at the menstrual phase. Methods: 7 databases (Pubmed, Cochrane library, CNKI, RISS, KISS, OASIS, ScienceON) were searched for eligible studies published before 2021 December. The studies comparing HRV between patients with primary dysmenorrhea and controls were included. A random-effects model was used to evaluate differences of HRV parameters between patients with primary dysmenorrhea and controls. Results: 4 articles were included in this review based on inclusion and exclusion criteria. SDNN (Standard deviation of NN intervals), RMSSD (Square root of the mean squared difference of successive NN intervals), mean PR (Mean of pulse rate), LF (Low frequency), HF (High frequency), was the most frequently used as HRV parameters. RMSSD was significantly lower in patients with primary dysmenorrhea than controls. There was no statistically significant difference of other HRV parameters between patients with primary dysmenorrhea and controls. Conclusions: This study suggests that parasympathetic activity and overall functions of autonomic nervous system might be decreased in patients with primary dysmenorrhea at the menstrual phase. In the future, well-designed clinical studies using HRV and additional meta-analysis should be conducted to obtain a wealth of information about HRV characteristics of patients with primary dysmenorrhea.

• Journal of Ginseng Research
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• 제30권3호
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• pp.137-152
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• 2006

풍화토양의 경우 화강암 지역이 타 지역에 비해 높았고, 상관계수에서 지역에 관계없이 정의 관계가 우세하였으며, 전 지역 공히 Y-Nb, Nb-Ta 쌍에서 부의 상관관계를 보였다. 밭 토양의 경우 화강암 지역이 높았고, 셰일 지역이 낮은 값을 보였다. 상관관계에서 화강암 지역은 많은 원소에서 정, 부의 상관관계를 보였고, 지역에 관계없이 3 년생 지역에서 높은 유의성의 상관관계를 보였다. 모암의 경우 화강암 지역이 높았고, 셰일 지역이 낮았다. 전 지역에서 Zr-Hf, Ta, Nb-Ta, Hf-Ta 쌍이 정의 상관관계를 보였다. 인삼의 함량은 연생에 따른 차이가 두드러졌다. 3 지역 공 히 상관계수에서 셰일 지역은 Y-Nb 쌍이, 천매암 지역은 Rb-Y 쌍이, 화강암 지역은 Rb-Sr 쌍이 정의 관계를 보였다. 각 지역 동일 연생별 성분 비교에서 화강암 지역이 셰일 및 천매암에 비해 높았고, 천매암 및 셰일 지역의 비교에서 2 년생은 셰일이, 4 년생은 천매암 지역이 높았다. 대부분 원소에서 풍화토와 밭 토양의 비(풍화토/밭 토양)는 셰일 및 천매암 지역에서, 토양/암석의 비(풍화토/모암)는 지역에 관계없이 풍화토가 높았다. 토양과 인삼의 비(밭 토양/인삼 함량)에서 일부 원소를 제 외하고 셰일 및 천매암 지역은 수 백 배 차이가 났고, 화강암 지역은 거의 대부분 원소에서 수 십 배 차이를 보였다. 즉 함량의 비가 수 십 배에서 수 백 배 차이로 토양이 인삼 보다 월등히 높았음을 보여주고 있다. 전체 평균에 대한 비율을 살펴보면 셰일 지역은 Rb, Ba, Sr이 수 십 배, Y, Nb가 수 백 배의 차이로, 천매암 지역의 경우 Nb가 수 천 배, Y가 수 백 배, Rb, Ba가 수 십 배 차이로, 화강암 지역의 경우 Rb, Ba, Y가 수 십 배, Sr은 수 배 차이로 토양이 인삼보다 높았다. 이 결과는 화강암 지 역 인삼의 원소 함량이 천매암 및 셰일 지역에 비해 토양에 가까웠음을 암시한다. 동일 연생 별 비교에서 높은 비율이 2 년생의 경우 LFS 는 화강암 지역이, HFS 는 천매암 지역에서, 3 년생의 경우 LFS는 천매암 지역이, HFS 는 화강암 지역과 셰일 지역이, 4 년생의 경우 LFS 는 셰일 지역이, HFS 는 화강암 지역에서 나타났다.

• 정신신체의학
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• 제14권2호
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• pp.94-101
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• 2006

연구목적 : 본 연구는 불안장애 환자들과 정상대조군을 대상으로, 심박변이도(heart rate variability, HRV)를 이용해서 자율신경계의 심장조절기능을 비교하고 그 생리학적 의미를 살펴보고자 한 것이다. 또한 불안장애 환자들에게 세로토닌재흡수억제제 (selective serotonin reuptake inhibitor, SSRI)를 투여한 뒤 투여전과 투여후를 비교해보고 치료효과를 판정하여 임상적 적용가능성을 고찰해보고자 하였다. 방법: DSM-IV의 진단기준에 의하여 불안장애로 진단받은 환자 30명과 정상대조군 30명을 대상으로 연구를 수행하였다. 불안증상의 심각도를 평가하기 위하여 Hamilton Anxiety Scale을 사용하였으며 정상대조군은 학생과 의사, 간호사 그리고 병원에 근무하는 직원들이었다. 검사는 불안장애 환자군과 정상대조군의 HRV를 측정한 후 시영역과 주파수 영역별로 분석하였다. 그리고 불안장애 환자들을 대상으로 SSRI 투여전과 투여 뒤 4주후 HRV를 측정하였다. SSRI 약물로는 fluoxetine, paroxetine, citalopram, sertraline을 사용하였다. 통계적 검증은 SPSS-Windows (version 10.0)을 이용하여 independent t-test, chi-square test, 그리고 paired t-test를 사용하였다. 결과: 불안장애 환자군과 정상대조군의 연령, 성별의 유의한 통계적 차이는 없었으며, 치료 후의 Hamilton Anxiety Scale 점수는 치료전과 비교하여 유의하게 감소되었다.(p<0.05). 정상대조군과 치료전 불안장애군을 비교하였을 경우, 치료전 불안장애군이 시간영역변수들인 RMSSD, SDNN에서 유의한 감소를 나타내었다. 또 주파수 영역 변수들을 살펴보면, 치료 전 불안장애 환자군이 정상대조군에 비해 TP, VLF, LF, HF에서 유의한 감소를 나타내었으며 LF/HF는 유의한 차이가 없었다. 그리고 불안장애 환자군에서 SSRI 치료 전과 치료 후의 HRV 변인들은 통계적으로 유의한 차이가 없었다. 결론: 치료전 불안장애군이 정상대조군에 비하여 감소된 HRV를 나타내었고, 불안장애 환자군을 대상으로 한 SSRI 치료전후 비교에서는 두 군간에 유의한 차이가 없었다. SSRI제제들이 자율신경의 활성을 반영하는 HRV의 인자에 영향을 미치지 않는 것으로 결과가 나타난 것이지만, 향후 더 많은 환자를 대상으로 한 연구가 진행되어야 할 것이다.

• 수면정신생리
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• 제7권2호
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• pp.96-101
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• 2000

목 적 : 본 연구는, 교대근무자에 있어 세 교대근무간의 수면양상과 자율신경계활동성을 비교함으로써, 근무자들은 어떤 근무시에 가장 적합하다고 느끼는지 그리고 교대근무자의 심리적, 신체적 문제점의 특성은 무엇인지를 알아보고자 하였다. 또한 본 연구는 근무자들이 교대근무에 좀 더 효과적으로 적응하는데 도움을 주고자 기획되었다. 방 법 : 3일 정도 연속적으로 한 교대근무를 한 후 1일 휴무, 그 다음에 다른 교대로 넘어가는 빠른 순환주기의 교대근무자 51명이 연구에 참여하였다. 각 대상은 수면일기를 작성하였으며 수면잠복기, 수면기간시간, 수면 중 깨어난 횟수를 세 교대근무간에 비교하였다. Epworth 졸음척도와 시각아날로그척도를 사용하여 졸음을 평가하였으며 기분상태는 기분상태척도로 평가하였다. 심박수변동성과, 스트레스 호르몬(아드레날린, 노르아드레날린) 및 그 대사산물을 측정하여 자율신경계 활동성을 살펴보았다. 심박수변동성에는 저주파영역의 스펙트럼 파워, 고주파영역의 스펙트럼 파워, 저주파영역의 파워와 고주파영역의 파워간의 비가 포함되었다. 결 과 : 수면기간시간은 오후근무시 가장 길었고 수면잠복기는 밤근무시 가장 짧았다. 깨어났을 때의 각성도는 오전근무시 가장 저하되었고 작업 중의 각성도는 밤근무 중 가장 떨어지는 것으로 나타났다. 밤근무시 근무자들은 신체적인 피곤감과 인지기능의 저하를 호소하였다. 심박수변동성의 비교를 통해 오후근무시 부교감신경계가 가장 활성화된다는 것을 알 수 있었으며 아드레날린 및 노르아드레날린 분비도 통계적인 의미는 없었지만 오후근무시 가장 감소하였다. 결 론 : 본 연구결과 오후근무가 교대근무자에게 가장 적합한 것으로 나타났다. 오전근무시에는 빛을 아침에 투여하고 밤근무시에는 근무 중에 빛을 투여하면 교대근무에의 적응이 촉진될 것으로 생각된다.

• 동의신경정신과학회지
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• 제21권4호
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• pp.21-39
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• 2010

Objectives : This study was to investigate the characteristics of the heart rate variability(HRV), types of insomnia and accompanying symptoms of 175 insomnia patients. Methods : For this study we carried out HRV, Inbody of 175 patients with insomnia who have come to Dongeui oriental hospital of Dongeui university from the period of Janaury 2008 to September 2010. We studied the association of the insomnia patients' age and gender with HRV, accompanying symptoms and the types of insomnia. The information of the accompanying symptoms and types of insomnia was based on each patients' progress note. Results : l. There was no significant differences in the characteristics of HRV between male and female. 2. The most frequent symptom shown among the insmonia patents' was headache(41.14%). 3. Comparing the symptoms between the gender, female patients had more dry mouth, alternative periodic chill and fever, and hot flush symptoms than the male patients. 4. Comparing the symptoms between the age groups(divided in two), the lower age group (20~59) had more dizziness and constipation symptoms than the higher age group (over 60). 5. Comparing the types of insomma between the age group, the higher age group (over 60) had more termination insomnia. 6. The types of insomnia of the entire insomnia patients were onset insomnia (73.1%), maintenance insomnia(20.6%), termination insomma(l7.1 %), shallow sleep (52.6%), listed by order of frequency. 7. The patients who takes hypnotics had more anorexia symptoms than the patients who doesn't take hypnotics. 8. There was no visible differences of the average fractal portrait between male and female. The age group of 20~30yrs. had the highest average fractal portrait, and the age group of 30~59yrs. the second highest, and the age group over 60yrs. the lowest. 9. The average of the regulation reserves of the autonomic nervous system(B2) - was lower than the regulation level of the ANS at the present (Bl). 10. When compared the priority of the function of the ANS, it showed that the proportion of HF($38.61{\pm}29.19%$)was the most, and than VLF($30.65{\pm}23.36%$), LF($20.04{\pm}19.13%$) the least. 11. The average of the compensation level of the central nervous system at present(Cl) - was lower than the compensation reserves of the CNS(C2). 12. The average of the control reserves of the cerebrum(D2) - was lower than the control level of the cerebrum at the present (Dl). 13. There was no visible differences between different sexes and ages in pulse rate. 14. The abdomen fat ratio above the line of the insomnia patients was 77.97% in male and 93.1% in female. Both sexes showed that insomnia patients had more abdomen fat that the standard, and female patients had more abd. fat than male patients. Conclusions : This study shows that the HRV of insomnia patients had no significant differences between gender. Fractal portrait, HF, LF and VLF of the insomnia patients are in inverse proportion to the age. The study of the Body Component Analysis showed that female had more abdomen fat than male, and both gender showed more abdomen fat than the standard. When looked into the accompanying symptoms of the insomnia patients, the symptoms show differences according to gender, age and hypnotics taking, as shown as below. In the entire patients, Headache was the most accompanying symptom. Female had more dry mouth, alternative periodic chill and fever, and hot flush symptoms than male. Higher age groups had more dizziness and constipation as accompanying symptoms than lower age groups. Patients who takes hypnotics had more anorexia than those who dont.