• Proceedings of the KIEE Conference
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• 2000.07d
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• pp.2488-2491
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• 2000

A Neural network is possible to nonlinear function mapping and parallel processing. Therefore It has been developing for a Diagnosis system of nuclear plower plant. In general Neural Networks is a static mapping but Dynamic Neural Network(DNN) is dynamic mapping. When a fault occur in system, a state of system is changed with transient state. Because of a previous state signal is considered as a information. DNN is better suited for diagnosis systems than static neural network. But a DNN has many weights, so a real time implementation of diagnosis system is in need of a rapid network architecture. This paper presents a algorithm for RCP monitoring Alarm diagnosis system using Self Dynamic Neural Network(SDNN). SDNN has considerably fewer weights than a general DNN. Since there is no interlink among the hidden layer. The effectiveness of Alarm diagnosis system using the proposed algorithm is demonstrated by applying to RCP monitoring in Nuclear power plant.

• The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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• v.22 no.1
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• pp.133-140
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• 2009

Objective : To evaluate autonomic nerve balance and sympathetic nerve activity in patients with inner ear dysfunction as examined by heart rate variability(HRV) Research Methods and Procedures : One hundred and twenty three patients(between 15 to 59 years old) who visited Dept. of Oriental medical Opthalmology & Otolaryngology, Kyunghee university and had an examination of HRV test, were selected as subjects of our study. We checked items of HRV test(such as SDNN, RMSSD, LF, HF, TP, norm-LF, norm-HF, LF/HF ratio), and analyzed time and frequency domain differences between three groups classified as tinnitus, hearing loss and vertigo. And we compared HRV items(such as SDNN,RMSSD, TP and LF/HF ratio) with standard levels. Results and Conclusion : Our results showed no significant differences between three groups in HRV items except for mean heart rate. Patients with inner ear dysfunction showed significant lower TP than 2000$(ms^{2})$(p <0.001) and significant higher LF/HF ratio than 1.5(p=0.003). So we suggest that patients with inner ear dysfunctions such as tinnitus, vertigo and hearing loss, have sympathetic hypertonus and inactivity of autonomic nerve regulation.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2018.05a
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• pp.112-113
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• 2018

스트레스는 스트레스 요인에 반응하는 신체와 정신의 변화과정으로, 외부의 자극을 받으면 혈압, 심박동수, 호흡수가 증가하게 된다. 이러한 생체신호로 인간의 스트레스 요인을 측정할 수 있다. 본 연구에서는 선박조종시뮬레이션을 이용해 예비(견습)도선사가 도선접안 중 체감하는 스트레스의 정도와 특성을 생체신호 변화를 활용하여 실증적으로 분석하였다. 선박조종시뮬레이션에서 추출한 엔진 사용량, 타각 사용량, 속력 및 예선 사용량과 스트레스 분석을 위해 Heart BPM, SDNN, RMSSD의 3가지 심박변이도 파리미터의 상관관계를 분석하였다. 분석결과, 6회 중 4회의 시뮬레이션에서 Heart BPM은 지속적으로 상승하고 SDNN은 하강하여 시간에 따라 스트레스가 상승하는 것으로 분석되었다. 특히 예선 사용시점에서 변화의 폭이 큰 것을 확인하였다. RMSSD는 단기주기(1분간격) 측정 파라메터로 실험자가 느끼는 순간의 위험에 따라 그래프 변화폭이 심한 것으로 분석되었다. 전체적으로 엔진, 타각, 예선의 사용시점에 따라 큰 변화를 보였으며, 실험자들의 선박운용 행위에 따라 생체신호 변화를 보였다고 사료된다. 분석결과를 바탕으로 도선사에게 스트레스를 미치는 요소를 판별하여 도선접안 중 스트레스가 높아지는 순간에 인적사고를 예방할 수 있는 시스템적 보완을 마련하고자 한다.

• The Transactions of the Korean Institute of Electrical Engineers D
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• v.49 no.9
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• pp.512-519
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• 2000

A Neural networks has been used for a expert system and fault diagnosis system. It is possible to nonlinear function mapping and parallel processing. Therefore It has been developing for a Diagnosis system of nuclear plower plant. In general Neural Networks is a static mapping but Dynamic Neural Network(DNN) is dynamic mapping.쪼두 a fault occur in system a state of system is changed with transient state. Because of a previous state signal is considered as a information DNN is better suited for diagnosis systems than static neural network. But a DNN has many weights so a real time implementation of diagnosis system is in need of a rapid network architecture. This paper presents a algorithm for RCP monitoring Alarm diagnosis system using Self Dynamic Neural Network(SDNN). SDNN has considerably fewer weights than a general DNN. Since there is no interlink among the hidden layer. The effectiveness of Alarm diagnosis system using the proposed algorithm is demonstrated by applying to RCP monitoring in Nuclear power plant.

• Journal of Korean Traditional Oncology
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• v.26 no.1
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• pp.29-37
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• 2021

Objectives: The purpose of this study is to examine whether heart rate variability (HRV) and pulse wave of cancer patients can be used as indicators of their health status and prognosis. Methods: We retrospectively compared HRV, pulse wave and body mass index (BMI) of cancer patients and healthy individuals who visited W hospital from November of 2020 to October of 2021. Results: As a result of comparing HRV and pulse wave parameters between cancer patients and healthy subjects, among HRV indices, mean heart rate (MHR), standard deviation of normal to normal (SDNN) and total power (TP), very low frequency (VLF) showed significant differences between two groups. Cancer patients' pulse wave parameters showed more rapid and superficial than that of healthy subjects. Also, cancer patients weighed less and had lower BMI. Conclusion: For increased MHR, decreased SDNN, rapid and superficial pulse wave can be indicators of poor prognosis of cancer patients, keep monitoring HRV and pulse wave can help to manage patients efficiently.

• Journal of Korean Biological Nursing Science
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• v.21 no.3
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• pp.178-187
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• 2019

Purpose: The purpose of this study was to investigate how college students' perceived stress, cognitive stress, and somatization affect their heart rate variability (HRV). Methods: This study is a cross-sectional survey research on 191 university students, registered at the G University. The perceived stress scale (PSS) and cognitive stress response scale, were used to assess level of stress. The somatization symptom scale of the Symptom Check List 90 (SCL-90), was used to assess level of somatization caused by stress. To assess heart rate variability (HRV), we conducted a five-minute test using a pulse wave analyzer, to analyze short-term HRV. Results: The SCL-90 somatization score had relatively high positive correlation (p< .001) with cognitive stress, but low positive correlation (p< .001) with perceived stress. Cognitive stress response had low negative correlation (p< .001) with 1nSDNN and 1nRMSSD among HRV parameters. Perceived stress was not correlated with HRV. Multiple regression analysis showed that variables of perceived stress, cognitive stress, and somatization symptoms, could not explain HRV. By contrast, one of the HRV indicators, 1nSDNN, was affected by age, gender, and aggressive-hostile thought, the latter being a subscale of the cognitive stress response scale. Conclusion: This study suggests that stress evaluation for people in early adulthood will be more effective, if the evaluation examines cognitive stress and heart rate variability.

• The Journal of Internal Korean Medicine
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• v.45 no.3
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• pp.478-487
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• 2024

Objectives: This case report describes good clinical progress in a patient with symptoms related to angina pectoris treated with a herbal medication. Methods: The 66-year-old male patient hospitalized in Chonnam National University Hospital (CNUH) in May 2020 for symptoms of dyspnea and chest pain was diagnosed with angina pectoris, medicated, underwent PCI in August 2020, and continued to take the medicine prescribed at CNUH during hospitalization. Korean medical treatments, including herbal medicines (Saengmaeg-san-hap-Bojungikgi-tang-gami, Yeonggyechulgam-tang), acupuncture, and cupping therapy were administered for 22 days. Symptom severity was assessed with a daily visual analog scale (VAS) for dyspnea and chest pain and standard deviation of NN (SDNN) score of heart rate variability. Results: Post-treatment, severity of dyspnea, chest pain, and fatigue reduced from VAS 7 to VAS 2, VAS 6 to VAS 1, and VAS 7 to VAS 1, respectively. The SDNN score improved from 16.474 ms to 23.270 ms. There were no side effects from Korean medicine treatment. Conclusion: Traditional Korean treatment could effectively treat symptoms related to angina pectoris.

• Journal of Acupuncture Research
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• v.22 no.3
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• pp.137-144
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• 2005

Objective : This study was designed to assess the heart rate variablitv of patients with Parkinson's disease according to Hoehn-Yahr stage. Methods : Subjects were voluntarily recruited by newspapers and internet. All the subjects are confirmed as idiopathic parkinson's disease by a neurologist. The patients were grouped by Hoehn-Yahr(H-Y) stage. Heart rate variability was measured for 5 minutes after 5 minutes' bed rest. Subjects were comprised of 3 groups which were H-Y stage I (n=14), H-Y stage H(n=9), H-Y stage III(n=7). We compared the heart rate variability of each groups by one-way ANOVA test. We also studied the relationship between UPDRS score and Heat rate variability components (SDNN, RMS-SD and TP) by pearson correlation analysis and simple linear regressin analysis Results: Age, duration was matched among groups. SDNN, RMS-SD, TP were significantly decreased as H-Y stage increased(p<0.05). Especially there was significant difference between H-Y stage I and III group(p<0.05). But other components(Heart rate, LF, HF, LF/HF ratio) were not showed significant difference. SDNN, RMS-SD and TP were significantly decreased as UPDRS scores increase(p<0.05). Conclusion : This study suggests that the function of the autonomic nervous system decreases as Parkinson`s disease progresses.

• Journal of Acupuncture Research
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• v.26 no.6
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• pp.111-119
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• 2009

Objectives : To assess the characteristics of electropyography(EMG) and heart rate variability(HRV) values in idiopathic facial palsy inpatients of different Sasang constitutions. Methods : Medical records of 103 idiopathic facial palsy inpatients who underwent facial EMG testing and HRV testing were retrospectively reviewed. All subjects had been consulted to the department of Sasang constitution for constitution differentiation. The Sasang constitutional and age distribution were initially analyzed, and axonal loss percentage values on EMG were correlated with Sasang constitution and sex. HRV results were also correlated with Sasang constitution and sex. Results : 1. 24.4 percent of idiopathic facial palsy inpatients were of the Soyang constitution, 52.4 percent were of the Taeum, and 23.3 percent were of the Soeum. Patients in their fifties were most common in all constitutions(27.8%). 2. Mean axonal loss values for the temporal, zygomatic, and buccal branches were all statistically significantly lower in the Taeum constitution compared with Soyang or Soeum(p<0.05). 3. Mean axonal loss values for the temporal, zygomatic, and buccal branches were all statistically significantly lower in men than women(p<0.05). 4. The mean LF/HF ratio was significantly lower in idiopathic facial palsy inpatients of the Soeum constitution compared with Soyang and Taeum(p<0.05), but there was no statistically significant difference in mean MHRT, SDNN, TP, VLF, LF, and HF of different constitutions. 5. The mean SDNN was significantly lower in women inpatients compared with men(p<0.05), but there was no statistically significant difference in mean MHRT, TP, VLF, LF, HF, and LF/HF ratio. Conclusions : The Sasang constitutional composition of idiopathic facial palsy inpatients closely adheres to the composition proposed in Dong-eui-su-se-bo-won, but the Taeum and Soeum proportion is slightly larger and the Soyang proportion slightly smaller. Axonal loss value on EMG was significantly lower in the Taeum constitution, and in men(p<0.05, <0.05). Mean LF/HF ratio was significantly lower in the Soeum constitution compared with Soyang and Taeum(p<0.05), and mean SDNN was significantly lower in women(p<0.05).

• Journal of Acupuncture Research
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• v.24 no.3
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• pp.163-174
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• 2007

Objectives : This study was designed to evaluate the effect of acupuncture on Heart Rate Variability(HRV) of patients with Parkinson's disease. Methods: Subjects were voluntarily recruited through newspaper and internet advertisement. All the subjects were confirmed as idiopathic Parkinson's disease by a neurologist. Patients were divided into three groups. Experimental group was acupunctured based on Sasang Constitution. Standard group was acupunctured on $LR_3$, $GB_{34}$ and $ST_{36}$. Control group was sham-acupunctured. Acupuncture was applied 2 times a week for four weeks by an oriental medical doctor at Kyung-hee Oriental Medical Hospital. The patients were assessed by HRV before and 4 weeks after the treatment. Results : The results were as follows 1. In experimental group, increase in SDNN, TP, LF, HF Nonn were statistically significant after 4 weeks compared to the pre-treatment. 2. In standard group, increase in SDNN, TP, LF were statistically significant after 4 weeks compared to the pre-treatment. 3. After 4 weeks of treatment SDNN, LF showed statistically significant cufferences among three groups. Conclusions : This study suggests that acupuncture treatment based on Sasang Constitution and other specific acupuncture treatment can be beneficial for patients with idiopathic Parkinson's disease. Further study on various acupuncture treatment for Parkinson's disease is required.