• 사상체질의학회지
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• 제23권2호
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• pp.218-229
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• 2011

1. Objectives: This study is to investigate the relationship between Intima Media Thickness(IMT) of common carotid artery and Sasang Constitution. 2. Methods: 839 persons, over 40 years old, participated in community-based cohort of Korea Genome and Epiedemiology Study (KOGES) in Wonju City and Pyeongchang City of South Korea from June 2006 to February 2008. The diagnosis of Common carotid Intima Media Thickness was evaluated by B Mode ultrasonography, cardiovascular risk factors were checked using questionnaire and blood samples. Constitution was verified by a Sasang constitution specialist according to the results of PSSC(Phonetic System for Sasang Constitution), facial photos and a simplified Sasang constitutional questionnaire. Multiple regression analysis and logistic regression analysis were performed with SPSS. 3. Results: There were significantly high values in waist circumference, fasting blood sugar, systolic blood pressure, diastolic blood pressure, triglyceride, HOMA-IR and hsCRP in Taeeumin and low in HDL-cholesterol and adiponectin in Taeeumin. There were significantly high value in Common Carotid Intima Media Thickness in Taeeumin. Age was the significant cardiovascular risk factor irrespective of Sasang constitution in all participants. There was a positive correlation between smoking and Soyangin in all participants and men. There were positive correlations between LDL-cholesterol, BMI and Taeeumin in all participants and men. There were positive correlations between hsCRP and Soeumin in all participants and men. There was significantly high odds ratio of Taeeumin over Soeumin in common carotid Intima Media Thickness. 4. Conclusions: Regimens on cardiovascular diseases should be considered according to Sasang constitution. There are more sensitive risk factor in each constitution; smoking in Soyangin, LDL-cholesterol and BMI in Taeeumin, hsCRP in Soeumin.

• Journal of Preventive Medicine and Public Health
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• 제42권1호
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• pp.29-34
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• 2009

Objectives : This study was performed to evaluate the relationship between C-reactive protein(CRP) and carotid intima-media thickness(carotid IMT) in a population of middle-aged Koreans. Methods : A total of 1,054 men and 1,595 women(aged 40-70 years) from Kanghwa County, Korea, were chosen for the present study between 2006 and 2007. We measured high-sensitivity CRP and other major cardiovascular risk factors including anthropometrics, blood pressure, blood chemistry, and carotid ultrasonography. Health related questionnaires were also completed by each study participant. Carotid IMT value was determined by the maximal IMT at each common carotid artery. The relationship between CRP level and carotid IMT was assessed using multiple linear and logistic regression models after adjustment for age, body mass index, menopause(women), systolic blood pressure, total/HDL cholesterol ratio, triglyceride level, fasting glucose, smoking, and alcohol consumption. Results : Mean carotid IMT values from the lowest to highest quartile of CRP were 0.828, 0.873, 0.898, and 0.926 mm for women(p for trend<0.001), and 0.929, 0.938, 0.949, and 0.979 mm for men(p for trend=0.032), respectively. After adjustment for major cardiovascular risk factors, the relationship between CRP and carotid IMT was significant in women(p for trend=0.017), but not in men(p for trend=0.798). Similarly, adjusted odds ratio of increased IMT, defined as the sex-specific top quartile, for the highest versus lowest CRP quartiles was 1.55(95% CI=1.06-2.26) in women, but only 1.05(95% CI=0.69-1.62) in men. Conclusions : CRP and carotid IMT levels appear to be directly related in women, but not in men.

• 대한의용생체공학회:의공학회지
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• 제42권3호
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• pp.100-106
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• 2021

Measuring Intima-media thickness (IMT) with ultrasound images can help early detection of coronary artery disease. As a result, numerous machine learning studies have been conducted to measure IMT. However, most of these studies require several steps of pre-treatment to extract the boundary, and some require manual intervention, so they are not suitable for on-site treatment in urgent situations. in this paper, we propose to use deep learning networks U-Net, Attention U-Net, and Pretrained U-Net to automatically segment the intima-media complex. This study also applied the HE, HS, and CLAHE preprocessing technique to wireless portable ultrasound diagnostic device images. As a result, The average dice coefficient of HE applied Models is 71% and CLAHE applied Models is 70%, while the HS applied Models have improved as 72% dice coefficient. Among them, Pretrained U-Net showed the highest performance with an average of 74%. When comparing this with the mean value of IMT measured by Conventional wired ultrasound equipment, the highest correlation coefficient value was shown in the HS applied pretrained U-Net.

• Clinical and Experimental Pediatrics
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• 제50권11호
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• pp.1091-1096
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• 2007

목 적 : 총경동맥의 IMT 측정은 초기 죽상 경화증 변화에 대한 비침습적 marker로 인정되고 있고, 임상에서 실행 가능한 유용한 검사 방법이다. 본 연구는 비만아와 정상 대조군의 경동맥 IMT를 측정하여 두 군 사이에 차이가 있는지 비교해 보고, 체질량지수, 혈압, 혈중 지질치와 같은 심혈관질환 위험인자와의 상관관계를 알아보고자 하였다. 방 법 : 9-15세의 비만한 소아 및 청소년 49명(남 41명, 여 32명)과 정상 대조군 24명(남 14명, 여 10명)을 대상으로 신체 계측하고 8시간 공복 상태에서 채혈하여 혈당과 혈중 지질치, adiponectin을 측정하였다. 대상자는 누운 상태에서 7.5MHz 선형 탐촉자를 이용하여 고해상도 B형 초음파로 양측 경동맥 IMT를 측정하였다. 결 과 : 비만군의 mean IMT의 평균은 $0.34{\pm}0.03mm$, 정상 체중군은 $0.31{\pm}0.01mm$로 비만군이 유의하게 높았다(P<0.01). 비만군의 peak IMT의 평균은 $0.42{\pm}0.06mm$, 정상 체중군은 $0.37{\pm}0.05mm$로 비만군이 유의하게 높았다(P<0.01). Mean IMT는 연령(r=0.317, P<0.01), 체질량지수(r=0.431, P<0.01), 총 콜레스테롤(r=0.377, P<0.01), 중성지방(r=0.253, P<0.05), 저밀도 지단백 콜레스테롤(r=0.289, P<0.05)과 유의한 상관관계를 보였다. 비만군의 혈중 adiponectin의 평균은 $11.2{\pm}5.7{\mu}g/mL$, 정상 체중군은 $14.7{\pm}7.9{\mu}g/mL$로 비만군이 유의하게 낮았고(P<0.05), mean IMT는 adiponectin(r=-0.267, P<0.05)과 유의한 음의 상관관계를 보였다. 결 론 : 비만아에서 경동맥 내중막 두께는 정상 체중아에 비해 유의하게 증가되어 있었으며, 심혈관질환 위험인자와 연관성을 보였다. 따라서 이러한 비만아의 혈관 변화는 소아기 때부터 시작되는 것으로 생각되며, 비만 소아를 대상으로 심혈관질환 위험인자에 대한 조기 검사가 필요하다고 생각된다.

• Clinical and Experimental Pediatrics
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• 제52권1호
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• pp.36-43
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• 2009

목 적 : 레닌-안지오텐신계가 혈압 조절에 있어서 핵심적인 역할을 한다는 것은 이미 잘 알려진 사실이며, 이 체계의 한 구성 요소인 angiotensinogen을 암호화하는 유전자가 고혈압의 유전적 감수성을 결정하고 심혈관계 합병증 발생에 중요한 역할을 할 것으로 생각된다. 본 연구의 목적은 고혈압 청소년에서 angiotensinogen 유전자 다형을 분석하고, 특정 유전자형이 심혈관계 합병증의 예측 인자가 될 수 있는지를 알아보고자 하였다. 방 법 : 16세에서 17세 사이의 수축기 혈압 140 mmHg 이상이거나 이완기 혈압 90 mmHg 이상인 40명의 고혈압 청소년과 57명의 정상 청소년을 대상으로 하였다. 비만도, 체질량지수를 측정하였고, 안정된 상태에서 수축기, 이완기 혈압을 측정하였다. 호모시스테인, 인슐린, 레닌, 알도스테론, 안지오텐신 전환 효소(angiotensin convering enzyme, ACE)를 측정하였고, polymerase chain reaction (PCR)을 이용하여 angiotensinogen (M235T) 유전자형을 분석하였다. 경부 초음파로 경동맥 내중막 두께와 경동맥 직경을 측정하였고, 이를 이용하여 경동맥의 유순도와 신전도를 구하였다. VP-1000을 이용하여 pulse wave velocity (PWV)와 ankle-brachial index (ABI)를 측정하였다. 유전자 다형별로 각 계측치를 비교, 분석하였다. 결 과 : Angiotensinogen 유전자 다형 분석에서 T/T 군 25명(62.5%), M/T 군 14명(35%), M/M 군 1명(2.5%)로 정상 청소년과 유의한 빈도의 차이가 없었다. 고혈압군에서 인슐린, 레닌, 체질량지수, 비만도에서 세 유전형군 간의 유의한 차이가 나타났으나, 경동맥 내중막 두께와 직경, 신전도, 유순도, PWV, ABI에서는 세군 간의 유의한 차이는 없었다. 결 론 : Angiotensinogen의 특정 유전자 다형과 심혈관계 합병증간의 유의한 연관성은 없었으나, 본 연구의 고혈압 청소년 대상이 적었으므로 더 많은 연구가 필요할 것으로 생각된다.

• 대한의용생체공학회:의공학회지
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• 제30권5호
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• pp.401-411
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• 2009

In this paper, we correct pulse wave velocity(PWV) with heart-rate and derive regression equations to estimate intima-media thickness(IMT). Widely used methods for diagnosis of arteriosclerosis are IMT and PWV. Arterial wall stiffness determines the degree of energy absorbed by the elastic aorta and its recoil in diastole but there is not correlation between sclerosis and IMT in an existing study. In this study, we will correct PWV with heart-rate and get regression equation to estimate IMT using heart-rate correction index(HCI). We executed experiments for this study. Made up question of physical condition and measured electrocardiogram(ECG), photoplethysmogram (PPG) of finger-tip and toe-tip and ultrasound image of carotid artery. Calculated PWV and IMT using ECG, PPG and ultrasound image. We found that every p-value between PWV and IMT is not significant(<0.05). But p-value between IMT and HCI which is a corrected PWV using heart-rate is significant(>0.01). We use HCI and various measured parameter for estimating regression equation and apply backward estimation to select parameters for regression analysis. Result of backward estimation, found that only HCI is possible to derive proper regression equation of IMT. Relationship between PWV and IMT is the second order. Result of regression equation of E-H PWV is $R^2$=0.735, adj $R^2$=0.711. This is the best correlation value. We calculate error of its analysis for verification of earlobe PWV regression equation. Its result is RMSEP=0.0328, MAPE(%) = 4.7622. Like this regression analysis, we know that HCI is useful parameter and relationship between PWV, HCI and IMT. In addition, we are able to suggest possibility which is that we can get different parameter of prediction throughout just one measurement.

• Journal of Preventive Medicine and Public Health
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• 제39권6호
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• pp.477-484
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• 2006

Objectives : This study was conducted to examine the association between the carotid artery intima-media thickness (IMT), plaque and cardiovascular risk factors according to gender and age. Methods : The data used for this study were obtained from 1,507 subjects (691 men, 816 women), aged 20-74 years, who participated in 'Prevalence study of thyroid diseases' in two counties of Jeollanam-do Province during July and August of 2004. The body mass index (BMI) and waist hip ratio (WHR) were calculated by anthropometry The blood pressure, pulse rate, pulse pressure, total cholesterol, triglyceride, HDL cholesterol and fasting blood sugar level were also measured. Ultrasonography was used to measure the carotid artery IMT and plaque. IMT measurements were performed at 6 sites, including both common carotid arteries, and the bulb and internal carotid arteries. The definition of the 'mean IMT' was mean value obtained from these 6 sites. Results : The ${\pm}$ standard deviation IMT values were $0.65{\pm}0.14\;and\;0.60{\pm}0.13mm$ in men and women (p<0.001), respectively. The data were analyzed according to gender and the 50 year age groups. In a multiple linear regression analysis, age and hypertension were positively associated with the mean IMT in both men and women, aged<50 years. Age, total cholesterol and smoking (current) were positively associated with the mean IMT in men $(\geq50\;years)$. Age was positively associated with the mean IMT in women $(\geq50\;years)$, but the HDL cholesterol level was negatively associated. The prevalence of plaques was 44.2%(196/443) in men and 19.4%(89/459) in women, for those greater than 50 years of age. In a multiple logistic regression analysis, age (OR=1.090, 95%CI=1.053-1.129), HDL cholesterol (OR=0.964, 95%CI=0.944-0.984), total cholesterol (OR=1.009, 95%CI=1.002-1.017)and BMI (OH=0.896, 95%CI=0.818-0.983) were independently associated with plaques in men; whereas, age (OR=1.057, 95%CI=1.012-1.103), HDL cholesterol (OR=0.959, 95%CI=0.932-0.986), pulse pressure (OR=1.029, 95%CI=1.007-1.050) and triglycerides (OR=0.531, 95%CI=0.300-0.941) were independently associated with plaques in women. Conclusions: There were significant gender and aging differences in the association between the IMT, plaque and cardiovascular risk factors. Therefore, for the prevention of atherosclerosis, selective approaches should be considered with regard to gender and age factors.

• Journal of Preventive Medicine and Public Health
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• 제42권5호
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• pp.298-304
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• 2009

Objectives : The aim of this study was to investigate the association of blood pressure levels with the common carotid artery intima-media thickness (CCA-IMT) and carotid plaques. Methods : Data were obtained from 2,635 subjects, aged 50 years and over, who participated in the Community Health Survey (a population-based, cross-sectional study) in Dong-gu, Gwangju city between 2007 and 2008. Participants were categorized into three groups according to blood pressure levels; normotensives (<120/80 mmHg), prehypertensives (120-139/80-89 mmHg), and hypertensives ($\geq$140/90 mmHg). Prehypertensives were further categorized as low prehypertensives (120-129/80-84 mmHg) and high prehypertensives (130-139/85-89 mmHg). Carotid intima-media thickness and plaques were evaluated with a high-resolution B-mode ultrasound. Statistical analyses were performed using chi-square test, ANOVA, and multiple logistic regression. Results : Prehypertensives had significantly greater maximal CCA-IMT values than normotensives, with a multivariate adjusted odds ratio of 1.78 (95% CI=1.36-2.32) for abnormal CCA-IMT (maximal CCA-IMT$\geq$1.0 mm), and 1.45 (95% CI=1.19-1.77) for carotid plaques. The multivariate adjusted odds ratio of low prehypertensives was 1.64 (95% CI=1.21-2.21) for abnormal CCA-IMT, and 1.30 (95% CI=1.04-1.63) for carotid plaques compared with normotensives. Subject with hypertension had higher frequency of abnormal CCA-IMT (odds ratio, 2.18; 95% CI=1.49-3.18), and carotid plaques (odds ratio, 1.98; 95% CI=1.46-2.67) compared with normotensives after adjustment for other cardiovascular risk factors. Conclusions : Our results indicate that there is a significant increase in the prevalence of carotid atherosclerosis in subjects with prehypertension (even in low prehypertensives) compared with normotensive subjects. Further studies are required to confirm the benefits and role of carotid ultrasonography in persons with prehypertension.