• 한방비만학회지
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• 제17권2호
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• pp.68-76
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• 2017

Objectives: The purpose of this study was to analyze the factors affecting weight loss effect of Gamitaeumjowee-tang and to see if weight loss could be predicted using influence factors and weight loss progress. Methods: From September 2016 to March 2017, we retrospectively reviewed the medical records of 139 patients who were visited to the Korean Oriental Clinic for 3 months. We conducted a regression analysis to determine whether age, gender, initial weight, patient health questionnaire-9, heart rate variability (HRV), sleep quality, drinking habit and the medication history of weight loss affect weight loss. We found weight loss prediction equations using multiple regression analysis applying significant factors and weight loss progress. Results: Gender and initial weight had a significant effect on weight loss in all periods (P<0.001). HRV had a significant effect on primary weight loss (P<0.01). Other factors did not have any significant effect on weight loss. Using the significant factors, weight loss of each period could be predicted from 23.9% to 44.6%, and tertiary weight loss could be predicted with 76.6% using factors, primary weight loss and secondary weight loss (P<0.001). Conclusions: This study suggests that weight loss effect of Gamitaeumjowee-tang maybe be affected by influence factors and that weight loss prediction equations using them can be used for obesity treatment.

• 지역사회간호학회지
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• 제32권3호
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• pp.254-267
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• 2021

Purpose: The purpose of this study was to identify the effects of brain-wave biofeedback training nursing intervention (NFT) upon enhancing self-regulation response in adolescence with emotional behavior problems in school. Methods: A quasi-experimental design was conducted. The participants were assigned to the experimental group (n=24) or the control group (n=24). The experimental group additionally received NFT. The NFT was conducted 10 sessions for 30 minutes per session with the band reward and inhibit training which matched their Quantitative Electroencephalography (QEEG), participant's demand and chief complaint. Data were collected with QEEG and heart rate variability (HRV) in physiological response, self-efficacy in cognitive response, depression in emotional response, impulsivity and delay gratification in behavioral response of self-regulation. Results: The general characteristics and the pre-test scores of two groups were all homogeneous. The experimental group was reported to be significantly higher in QEEG homeostasis, HRV homeostasis, self-efficacy, and delay gratification than the control group. The experimental group was reported to be significantly lower in depression and impulsivity. Conclusion: The results indicate that NFT using brain cognitive neuroscience approach is effective in enhancing self-regulation response. Therefore, this nursing intervention using brain cognitive neuroscience approach can be applied as an effective self-regulation nursing intervention for adolescents with emotional behavior problems in communities for adaptive life.

• 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.

• 대한한방내과학회지
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• 제40권3호
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• pp.287-294
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• 2019

Objectives: This study aimed to investigate the clinical characteristics of patients with gastroesophageal reflux disease (GERD) according to globus sensation (GS). Methods: We reviewed the clinical records of 29 GERD patients who visited the Department of Digestive Diseases of Kyung Hee University Korean Medicine Hospital from March 1, 2018 to February 28, 2019. The subjects were classified according to the presence of globus sensation, and the two groups were compared in terms of heart rate variability (HRV) and the Ryodoraku results. Results: In comparing the GERD with GS group (GS group) and the GERD without GS group (non-GS group), a significant difference was found in the duration of symptom and several HRV parameters. The duration of the symptom in the GS group was significantly longer than that in the non-GS group. The non-GS group showed a significantly higher value of total power and high frequency than the GS group. Conclusions: The results suggest a significant difference in the stress level between patients with GERD with GS and those without GS. When approaching patients with GERD without GS, their stress status should be considered.

• 한국산림과학회지
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• 제109권4호
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• pp.544-552
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• 2020

본 연구는 국립산림치유원에서 2019년 진행된 장기체류 산림치유프로그램 「숲 속 힐링스테이」에 참가한 49명을 대상으로, 참여 전·후 설문조사 및 혈압, 체성분, HRV 등 신체변화를 측정하여 프로그램의 효과성을 분석했다. 연구결과, 장기체류 산림치유프로그램 참여 후에 참여자의 부정감정이 통계적으로 유의하게 감소하였고, 자율신경 균형도는 통계적으로 유의하게 증진되어 긍정적인 효과를 확인할 수 있었다. 병력 유무에 따른 체력측정 변화를 살펴본 결과 악력 및 제자리높이뛰기 증가 정도가 통계적으로 유의한 차이가 있었으며, 병력이 있는 사람들이 병력이 없는 사람들에 비해 증진 효과가 더 높게 나타났다. 본 연구에서는 단기형 프로그램 효과검증에서 벗어나 6박7일 장기체류 형태의 산림치유 효과성을 확인한 것에 그 의의가 있다.

• 문화기술의 융합
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• 제7권1호
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• pp.576-581
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• 2021

유행병 후 시대에 COVID-19는 아직 완전히 통제되지 않고 있다. 마스크 착용은 여전히 전염병 예방의 주요수단이며, 마스크로 인한 부정적인 영향은 계속되고 있다. 오랫동안 마스크를 착용하면 두 가지 문제가 발생할 수 있다. 첫 번째 문제는 저산소증이고 다른 하나는 심리적 스트레스의 증가이다. 마스크의 부정적인 영향을 줄이기 위해 이 논문에서는 새로운 호흡방식을 제안하였다. 저산소증과 스트레스 증가의 두 가지 문제를 동시에 해결하는 "음~"발성호흡이다. 이 논문에서 새로운 호흡 패턴으로 스트레스를 해소하는 원리를 파악하였고, HRV와 스트레스 지수의 관계를 설명하면서 SDNN을 지표로 사용하여 이 호흡 패턴의 효과를 스트레스지수로 측정하였다. 실험결과 "음 ~"발성호흡이 마스크 착용으로 인한 스트레스를 해소 할 수 있을 뿐만 아니라, 마스크를 쓰지 않을 때도 일상적인 스트레스를 해소해 주기도 한다. 따라서 누구나 쉽게 구현할 수 있는 이 방법은 앞으로 더 대중화될 것이다.

• 한국정보전자통신기술학회논문지
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• 제14권3호
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• pp.215-222
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• 2021

인간과 컴퓨터의 상호 작용 (Human Computer Interface) 기술의 중요성이 더욱 커지고 있으며 HCI에 대한 연구가 진행됨에 따라 사용자의 직접적인 입력에 의한 컴퓨터 반응이 아닌 감정 추론 혹은 사용자 의도에 따른 컴퓨터 반응에 대한 연구가 증가되고 있다. 스트레스는 현대 인간 문명사회에서의 피할 수 없는 결과이며 복잡한 현상을 나타내며 통제 유무에 따라 인간의 활동능력은 심각한 변화를 받을 수 있다. 본 논문에서는 인간과 컴퓨터의 상호 작용의 일환으로 스트레스를 통해 증가된 심박변이도 (HRV)와 가속도 맥파(APG)를 측정한 후 스트레스를 완화시키기 위한 방안으로 음악을 이용한 지능형 감성 추천시스템을 제안하고자 한다. 사용자의 생체정보 즉, 스트레스 지수를 획득 및 인식하여 신뢰성 있는 데이터를 추출하고자 차분진화 알고리즘을 사용하였으며 이렇게 획득된 스트레스 지수를 단계별에 따라 시멘틱 웹 (Semantic Web)을 통해 감성추론을 하였다. 또한 스트레스 지수와 감성의 변화에 매칭 되는 음악 리스트를 검색 및 추천함으로써 사용자의 생체정보에 맞는 감성 추천시스템을 애플리케이션으로 구현하였다.

• Safety and Health at Work
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• 제13권2호
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• pp.148-154
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• 2022

Background: Bus driving is a mentally demanding activity that requires prolonged attention to ensure safety. The aim of the study was to assess mental fatigue caused by driving a public bus and to find a profile of workers at higher risk. Methods: We evaluated changes of critical flicker fusion (CFF) (index of central arousal) and heart rate variability (HRV) (index of autonomic balance) in a 6-hour driving shift on a real route, in 31 professional bus drivers, and we tested the influence of personal factors such as sleep quality, BMI, and age. Paired t-test was used to test differences of CFF and HRV between both initial and final phase of driving, while multiple linear regression tested the influence of personal variables on the indexes of mental fatigue. Results: Results showed that CFF significantly decreased after 6 hours of bus driving (41.91 Hz, sd 3.31 vs. 41.15 Hz, sd 3.15; p = 0.041), and heart rate significantly decreased in the final phase of driving, with respect to the initial phase (85 vs. 78 bpm, p = 0.027). Increasing age (beta = -0.729, p = 0.022), risk of obstructive sleep apnea syndrome (beta = -0.530, p = 0.04), and diurnal sleepiness (beta = -0.406, p = 0.017) showed a significant effect on influencing mental fatigue. Conclusion: Elderly drivers at higher risk of sleep disorders are more prone to mental fatigue, when exposed to driving activity. Monitoring indexes of central arousal and autonomic balance, coupled with the use of structured questionnaires can represent a useful strategy to detect profile of workers at higher risk of mental fatigue in such duty.

• 대한한방내과학회지
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• 제43권3호
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• pp.387-395
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• 2022

Objectives: This study was designed to investigate the difference between genuine and pseudo-halitosis in terms of clinical characteristics. Methods: We recruited 51 halitosis patients who visited the halitosis clinic at Kyung Hee University Korean Medicine Hospital from March 2020 to March 2022. We classified the halitosis patients into two groups, genuine and pseudo halitosis, based on oral chroma and evaluated the status of hyposalivation using the drainage method, stress levels using heart rate variability (HRV) parameters, and Ryodoraku. Results: Comparing the genuine halitosis group and the pseudo halitosis group, there was no significant difference in the status of hyposalivation and HRV parameters. However, Ryodoraku was significantly different between genuine and pseudo halitosis. Compared to the genuine halitosis group, the pseudo halitosis group showed a significantly higher value of total average (TA) of Ryodoraku. Conclusion: The results of this study suggest that there is a significant difference in Ryodoraku between genuine halitosis and pseudo halitosis, so when approaching pseudo halitosis patients, we should consider their excitability of the sympathetic nervous system and metabolic function status.