• 한국산학기술학회논문지
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• 제11권1호
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• pp.392-401
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• 2010

본 연구는 연구소에 근무하고 있는 남성 연구원들의 스트레스 수준을 알아보고, 스트레스와 관상동맥질환 위험인자와의 관련성을 알아보고자 시도하였다. 조사대상은 대전시의 대덕연구단지에 있는 한 연구소의 남성근로자들 중 자기기입식 설문조사에 응하고, 조사기간에 한 대학병원 건강검진센터에서 종합건강검진을 받았던 301명으로 하였다. 사회심리적 스트레스는 사회심리적 건강측정도구(Psychosocial Well-bing Index; PWI)로 개발된 18문항을 이용하였고, 관상동맥질환 위험인자로는 수축기 및 확장기혈압, 중성지질, 총콜레스테롤, HDL-콜레스테롤, LDL-콜레스테롤, 공복 시 혈당 및 체지방률을 측정하였다. 연구결과, 사회심리적 스트레스는 인구사회학적 특성이나 직업관련 특성뿐만 아니라 건강관련행위의 실천여부 등과도 유의한 관련성이 있었으며, 또한 스트레스 수준이 높아질수록 관상동맥질환 위험요인의 하나인 혈압이 유의하게 증가하였다.

• Journal of Preventive Medicine and Public Health
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• 제34권3호
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• pp.244-252
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• 2001

Objective : Health insurers and policy makers are increasingly examining the hospital mortality rate as an indicator of hospital quality and performance. To be meaningful, a risk-adjustment of the death rates must be implemented. This study reviewed 5 severity measurement methods and applied them to the same data set to determine whether judgments regarding the severity-adjusted hospital mortality rates were sensitive to the specific severity measure. Methods : The medical records of 584 patients who underwent coronary artery bypass graft surgery in 6 general hospitals during 1996 and 1997 were reviewed by trained nurses. The MedisGroups, Disease Staging, Computerized Severity Index, APACHE III and KDRG were used to quantify severity of the patients. The predictive probability of death was calculated for each patient in the sample from a multivariate logistic regression model including the severity score, age and sex to evaluate the hospitals' performance, the ratio of the observed number of deaths to the expected number for each hospital was calculated. Results : The overall in-hospital mortality rate was 7.0%, ranging from 2.7% to 15.7% depending on the particular hospital. After the severity adjustment, the mortality rates for each hospital showed little difference according to the severity measure. The 5 severity measurement methods varied in their statistical performance. All had a higher c statistic and $R^2$ than the model containing only age and sex. There was a little difference in the relative hospital performance evaluation by the severity measure. Conclusion : These results suggest that judgments regarding a hospital's performance based on severity adjusted mortality can be sensitive to the severity measurement method. Although the 5 severity measures regarding hospital performance concurred, more often than would be expected by chance, the assessment of an individual hospital mortality rates varied by the different severity measurement method used.

• Journal of Preventive Medicine and Public Health
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• 제47권4호
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• pp.216-229
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• 2014

Objectives: This study aims to investigate trends of cardiovascular disease (CVD) risk factor profiles over 17 years in percutaneous coronary intervention (PCI) patients at the Mayo Clinic. Methods: We performed a time-trend analysis within the Mayo Clinic PCI Registry from 1994 to 2010. Results were the incidence and prevalence of CVD risk factors as estimate by the Framingham risk score. Results: Between 1994 and 2010, 25 519 patients underwent a PCI. During the time assessed, the mean age at PCI became older, but the gender distribution did not change. A significant trend towards higher body mass index and more prevalent hypercholesterolemia, hypertension, and diabetes was found over time. The prevalence of current smokers remained unchanged. The prevalence of ever-smokers decreased among males, but increased among females. However, overall CVD risk according to the Framingham risk score (FRS) and 10-year CVD risk significantly decreased. The use of most of medications elevated from 1994 to 2010, except for ${\beta}$-blockers and angiotensin converting enzyme inhibitors decreased after 2007 and 2006 in both baseline and discharge, respectively. Conclusions: Most of the major risk factors improved and the FRS and 10-year CVD risk declined in this population of PCI patients. However, obesity, history of hypercholesterolemia, hypertension, diabetes, and medication use increased substantially. Improvements to blood pressure and lipid profile management because of medication use may have influenced the positive trends.

• 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.

• 한국방사선학회논문지
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• 제13권7호
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• pp.1005-1014
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• 2019

본 연구는 건강검진 목적으로 시행된 관상동맥 CT에서의 성별, 연령에 따른 관상동맥질환 발견율에 대한 유용성과 글루코스, 총 콜레스테롤, 내장지방, 체질량지수, 중성지방, 고밀도지단백질(HDL), 저밀도지단백질(LDL) 각각의 인자들과 관상동맥질환과의 관련성에 대해 알아보았다. 총 299명의 수검자를 대상으로 후향적 분석을 실시 한 결과 관상동맥질환 발견율에 대해서는 남성, 50세 이상에서의 유병율이 높은 것으로 나타났으며, 통계적으로 유의성을 보였다. 특히 남성의 유병율(37.9％)은 여성의 유병율(17.0%) 보다 약 ２배가 높은 것으로 확인되었다. 또한 관상동맥질환과 관계되는 혈액학적 요인으로는 글루코스와 고밀도지단백질(HDL)이 통계적으로 유의성을 보였다. 관상동맥질환의 예방 및 관리를 위해서는 글루코스와 고밀도지단백질(HDL)의 조절이 필요할 것으로 보이며, 다른 혈액학적 인자들과는 통계적으로 유의성은 낮았지만, 관상동맥질환에 대한 관리의 필요성이 확인되었다. 주요 결과로서 선별검사 목적으로 관상동맥 CT의 사용은 방사선 피폭 등의 문제점으로 인해 수검자의 성별, 나이를 고려하여 시행하는 것이 좋을 것으로 생각되며, 관상동맥 CT 시행 이전에 비침습적인 방법들의 선행검사를 통한 관상동맥 질환 검사가 필요함을 제안한다.

• The Korean journal of internal medicine
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• 제39권2호
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• pp.283-294
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• 2024

Background/Aims: Epicardial adipose tissue (EAT) shares pathophysiological properties with other visceral fats and potentially triggers local inflammation. However, the association of EAT with cardiovascular disease (CVD) is still debatable. The study aimed to observe the changes and associations in EAT and risk factors over time, as well as to investigate whether EAT was associated with CVD. Methods: A total of 762 participants from Seoul National University Hospital (SNUH) and SNUH Gangnam Center were included in this study. EAT was measured using coronary computed tomography angiography. Results: Baseline EAT level was positively associated with body mass index (BMI), calcium score, atherosclerotic cardiovascular disease (ASCVD) 10-year risk score, glucose, triglycerides (TG)/high-density lipoprotein (HDL), but not with total cholesterol, low-density lipoprotein (LDL). At follow-up, EAT levels increased in all groups, with low EAT groups demonstrating a significant increase in EAT per year. Change in EAT was associated with a change in BMI, TG/HDL, and glucose, while changes in LDL, calcium score, and ASCVD 10-year risk score were not associated. Although calcium score and ASCVD 10-year risk score were associated with CVD events, baseline information of EAT, baseline EAT/body surface area, or EAT change was not available. Conclusions: Metabolic risks, e.g., BMI, TG/HDL, and glucose, were associated with EAT change per year, whereas classical CVD risks, e.g., LDL, calcium score, and ASCVD 10-year risk score, were not. The actual CVD event was not associated with EAT volume, warranting future studies combining qualitative assessments with quantitative ones.

• 대한기계학회논문집B
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• 제34권10호
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• pp.893-899
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• 2010

박동유동조건에서 관상동맥 내의 유동특성과 혈류역학적 인자 분포를 선행연구에서 수행하여 혈류역학이 관상동맥 내의 협착현상과 연관관계가 있음을 밝혔다. 동맥경화증의 호발부위인 관상동맥 분지부에서 혈류역학적 변수를 분석하여 동맥경화증의 발생기전을 규명하는 것이 본 연구의 목적이다. 동맥경화증에 의한 협착현상은 혈액과 혈관벽 사이의 생화학 반응뿐 아니라 유동박리나 벽전단응력과 같은 혈류역학적 인자와도 관계 있음을 확인하였다. 관상동맥 분지부의 분지각이 증가할수록 분지부 단면에서의 재순환영역의 크기가 증가하고 교란유동이 발생하게 된다. 이 재순환영역이 관상동맥에서 동맥경화의 시작점으로 의심되는 영역이라 할 수 있다.

• Journal of Chest Surgery
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• 제37권5호
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• pp.410-415
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• 2004

배경: 관상동맥우회술을 시행하는 경우 동반한 승모판폐쇄부전증에 대한 술식은 중등도 이상의 승모 판폐쇄부전증을 보이거나 판첨에 뚜렷한 병변이 확인된 경우에 한정되어 시행되고 있다. 이는 관상 동맥협착증에 동반한 대다수 경도의 승모판폐쇄부전증이 관상동맥협착증에 기인한 허혈성변화에 따른 가역적인 이상으로 판단하는 것에 기인한다. 저자들은 관상동맥협착증에 동반한 승모판폐쇄부전증을 보이는 환자에서 관상동맥우회술만을 단독으로 시행하는 경우 승모판폐쇄부전증이 어떻게 변화하는가를 관찰하고 그 관련요인을 조사하였다. 대상 및 방법: 승모판폐쇄부전증을 동반한 관상동맥협착증 환자 중 1995년 1월부터 2002년 12월까지 단일 술자에 의해 체외순환하 관상동맥우회술만을 받았던 90명의 환자들의 의무기록을 후향적으로 조사하여 수술 전과 최종 추적관찰에서 얻어진 심초음파 결과를 비교하였다. 승모판폐쇄부전증의 변화에 따라 악화된 군, 변화 없는 군, 호전된 군으로 분류하고, 각 군 간의 수술전 심초음파 검사기록과 수술 중 인자들에 대한 통계적인 상관관계를 확인하였다. 결과: 총 90예의 환자 중 수술 후 승모판폐쇄부전증이 악화된 환자는 24명, 변화 없는 군 12명, 호전된 군 54명이었다. 승모판폐쇄부전증의 악화와 유의하게 관련이 있었던 인자는 좌전하행지로의 우회술 여부였으며, 유의성은 확인하지 못하였지만 수술 전 이완기말 좌심실용적은 승모판폐쇄부전증이 호전된 군에서 71.75$\pm$28.45 $m\ell$, 변화 없는 군 84.00$\pm$11.66 $m\ell$, 악화된 군 105.38$\pm$38.89 $m\ell$로 승모판폐쇄부전증이 악화된 군에서 가장 높은 것으로 확인되었다. 수술 전 승모판폐쇄부전증의 정도는 군 간의 유의한 차이를 확인할 수 없었다. 결론: 관상동맥협착증에 동반된 승모판폐쇄부전증은 관상동맥우회술의 단독시행으로 호전을 기대할 수 있을 것으로 생각된다. 그러나 수술 전 승모판폐쇄부전증의 정도로 그 예후를 예측할 수 없어, 초기 단계의 승모판폐쇄부전증도 교정술을 적극적으로 고려하는 것이 좋을 것으로 생각되며, 수술 전 심초음파상 좌심실용적과 수술 중 좌전하행지의 관상동맥우회술 여부 등을 포함한 승모판폐쇄부전증의 예후 인자를 보다 정확하게 규명하기 위한 추가적인 연구가 시행되어야 할 것으로 생각된다.

• Journal of Preventive Medicine and Public Health
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• 제29권3호
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• pp.639-655
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• 1996

Cerebrovascular disease and coronary heart disease are the first and the fourth common causes of death among adults in Korea. Reported risk factors of these diseases are mostly alike. But some risk factors of one of these diseases may prevent other diseases. Therefore, we tried to compare and discriminate the risk factors of these diseases. We recruited four case groups and four control groups among the inpatients who were admitted to Wonju Christian Hospital from March, 1994 to November, 1995. Four control groups were matched with each of four case groups by age and sex. The number of patients in each of four case and control groups were 106 and 168 for acute myocardial infarction(AMI), 84 and 133 for subarachnoid hemorrhage(SAH), 102 and 148 for intracerebral hemorrhage(ICH), and 91 and 182 for ischemic stroke(IS) respectively. Factors whose levels were significantly higher in AMI and IS than in responding control group (RCG) were education, economic status, and triglyceride. Factors whose levels were significantly lower in hemorrhagic stroke than in RCG were age of monarch, and prothrombin time. The factor whose level was higher in AMI than ill RCG was uric acid. The factor whose level was higher in AMI, ICH, and SAM than in RCG was blood sugar. Factors whose levels were significantly higher in all the case groups than in RCG were earlobe crease, Quetelet index, white blood cell count, hemoglobin, hematocrit, and total cholesterol. The list of risk factors were somewhat different among the four diseases, though none of the risk factors to the one disease except prothrombin time acted as a preventive factor to the other diseases. The percent of grouped cases correctly classified was higher in the discrimination of ischemic diseases(AMI and IS) from hemorrhagic diseases(SAM and ICH) than in the discrimination of cerebrovascular disease from AMI. The factors concerned in the discrimination of ischemic diseases from hemorrhagic diseases were prothrombin time, earlobe crease, gender, age, uric acid, education, albumin, hemoglobin, the history of taking steroid, total cholesterol, and hematocrit according to the selection order through forward selection.

• 대한간호학회지
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• 제28권1호
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• pp.184-192
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• 1998

This study was done to examine the correlations between weight, BMI and risk factors of coronary heart disease in men and women in their forties and fifties. The subjects were 412 adults. who had regular health examinations between January and December of 1996 at S-Hospital in Seoul. The data were analyzed using ANOVA, Scheffe test, and Pearson correlation coefficient. The results are as follows : 1. The men between 50 and 59 years of age had higher levels for BMI, weight, systolic blood pressure, diastolic blood pressure, total cholesterol. LDL-cholesterol, triglyceride, fasting blood sugar, plasminogen activator-1, and hemoglobin A,C than the group of women in their forties. Yet. HDL-cholesterol was lower than in the former group. 2. In the group of men in their forties, weight was significantly correlated to diastolic blood pressure(r=.22), LDL-cholesterol(r=.20), plasminogen activator-inhibitor-1(r=.35) HDL-cholesterol(r=-.19). Their BMI was significantly correlted to systolic blood pressure(r=.27), diastolic blood pressure (r=.33), total cholesterol(r=.23), LDL-cholesterol (r=.26), plasminogen activator-1(r=.36) and HDL-cholesterol(r=-.25). 3. As for the group of women in their forties weight was significantly correlated to systolic blood pressure(r=.20), diastolic blood pressure(r=.22), triglyceride(r=.32) , plasminogen activator inhibitor-1 (r=.30) and HDL-cholesterol(r= -.37). Their BMI was significantly correlated to diastolic blood pressure (r=.25) triglyceride(r=.47), plasminogen activator-1 (r=.35), fibrinogen(r=.27) and HDL-cholesterol(r=-.47). 4. In the group of men in their fifties. weight was significantly correlated to total cholesterol (r=32), LDL-cholesterol(r=.29). plasminogen activator inhibitor-1(r=.26). Their BMI was significantly correlated to systolic blood pressure(r=.24), diastolic blood pressure (r=.22), total cholesterol (r=.34), LDL-cholesterol (r=.32), and plasminogen activator-1(r=.25). 5. In the group of women in their fifties, weight was significantly correlated to diastolic blood pressure(r=.33), total cholesterol(r=.21), LDL-cholesterol(r=.20), plasminogen activator inhibitor-1 (r=.43) and HDL-cholesterol(r=-.21). Their BMI was significantly correlated to systolic blood pressure(r=.25), diastolic blood pressure(r=.40), total cholesterol(r=.24), LDL-cholesterol(r=.24), triglyceride(r=22), and HDL-cholesterol (r=-.30). The above findings indicate that the BMI was more predictive than weight as a risk factor for coronary artery disease for men and women in their forties and fifties.