• Title/Summary/Keyword: heart disease risk

Search Result 533, Processing Time 0.027 seconds

Disease Prediction of Depression and Heart Trouble using Data Mining Techniques and Factor Analysis (데이터마이닝 기법 및 요인분석을 이용한우울증 및 심장병 질환 예측)

  • Yousik Hong;Hyunsook Lee;Sang-Suk Lee
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.23 no.4
    • /
    • pp.127-135
    • /
    • 2023
  • Nowadays, the number of patients committing suicide due to depression and stress is rapidly increasing. In addition, if stress and depression last for a long time, they are dangerous factors that can cause heart disease, brain disease, and high blood pressure. However, no matter how modern medicine has developed, it is a very difficult situation for patients with depression and heart disease without special drugs or treatments. Therefore, in many countries around the world, studies are being actively conducted to determine patients at risk of depression and patients at risk of suicide at an early stage using electrocardiogram, oxygen saturation, and brain wave analysis functions. In this paper, in order to analyze these problems, a computer simulation was performed to determine heart disease risk patients by establishing heart disease hypothesis data. In particular, in order to improve the predictive rate of heart disease by more than 10%, a simulation using fuzzy inference was performed.

Association of Dietary Intake with 10-Year Risk for Coronary Heart Disease Predicted from Framingham Risk Score in the Korean Adults: Korea National Health and Nutrition Examination Survey 2019-2020 (한국 30세 이상 성인에서 식사 섭취와 Framingham risk score에 의한 10년 관상심장질환 위험과의 연관성: 2019-2020년 국민건강영양조사 자료 활용)

  • Kim, Mi Hyun
    • Journal of the Korean Society of Food Culture
    • /
    • v.37 no.5
    • /
    • pp.454-465
    • /
    • 2022
  • This study investigated the association between dietary intake and 10-year risk for CHD predicted from Framingham risk score in Korean adults using the Korea National Health and Nutrition Examination Survey 2019-2020. Eight thousand subjects (3,382 men and 4,618 women) aged 30 years or older were classified into three groups according to the 10-year CHD risk (%). The sociodemographics, anthropometrics indices, blood profiles, and dietary intake were collected. After adjusting for confounding variables, the mean adequacy ratio (MAR) decreased for both men and women as the disease risk increased. The high-risk group was below the MAR criteria, indicating that the overall quality of the meal was not good. The highest consumers of legumes (OR 0.56, 95% CI 0.37-0.84), fruits (OR 0.67, 95% CI 0.48-0.93), and fish (OR 0.60, 95% CI 0.42-0.87) had a 44%, 33%, and 40% lower 10-year CHD risk than lowest consumers in men, respectively. In women, there is no significant relationship between food groups and disease risk. Therefore, improving lifestyle habits such as weight control, increased activity, and adequate food intake, especially legumes, fruits, and fish rich in antioxidant nutrients and bioactive substances, appears to have a potential association with preventing coronary heart disease in Korean adults.

Recent advances in transcatheter treatment of congenital heart disease (선천성 심질환에 대한 중재적 치료술의 최근 진전)

  • Choi, Jae Young
    • Clinical and Experimental Pediatrics
    • /
    • v.49 no.9
    • /
    • pp.917-929
    • /
    • 2006
  • Over the last several decades there has been a remarkable change in the therapeutic strategy of congenital heart disease. Development of new tools and devices, accumulations of experience, technical refinement have positively affected the outcome of interventional treatment. Many procedures including atrial septostomy, balloon valvuloplasty, balloon dilation of stenotic vessel with or without stent implantation, transcatheter occlusion of abnormal vascular structure, transcatheter closure of patent arterial duct and atrial septal defect, are now performed as routine interventional procedures in many institutes. In diverse conditions, transcatheter techniques also provide complementary and additive role in combination with surgery. Intraoperative stent implantation on stenotic vessels, perventricular device insertion, and hybrid stage 1 palliative procedure for hypoplastic left heart syndrome have been employed in high risk patients for cardiac surgery with encouraging results. Transcatheter closure of ventricular septal defect has been performed safely showing comparable result with surgery. Investigational procedures such as percutaneous valve insertion and valve repair are expected to replace the role of surgery in certain group of patients in the near future. Continuous evolvement in this field will contribute to reduce the risk and suffering from congenital heart disease, while surgery will be still remained as a gold standard for significant portion of congenital heart disease.

The Effects of Self-Efficacy Promoting Cardiac Rehabilitation Program on Self- Efficacy, Health Behavior, and Quality of Life

  • Song, Kyung Ja
    • Journal of Korean Academy of Nursing
    • /
    • v.33 no.4
    • /
    • pp.510-518
    • /
    • 2003
  • Background. Ischemic heart disease results from athesclerotic changes of the coronary artery. These changes are aggravated by hypercholesterolemia, smoking, obesity, lack of exercise, coronary-prone personality, and stress. Because these risk factors affect not only the prevalence of the ischemic heart disease but also recurrence of the disease, cardiac rehabilitation programs were introduced to help patients with ischemic heart disease reduce risk factors. Diverse cardiac rehabilitation programs are needed to motivate participation in cardiac rehabilitation and to enhance patients' quality of life. Objectives. To examine the effect of a self-efficacy promoting cardiac rehabiltation program on self-efficacy, health behavior and quality of life of patients with ischemic heart disease. Methods. Data were collected from 45 hospitalized ischemic heart disease patients. Medical records were reviewed to obtain demographic and clinical characteristics. Data regarding self-efficacy, health behavior, and quality of life were obtained from interviews using structured questionnaires. The nonequivalent control group non-synchronized design was used to conduct this study. One session of conventional group education was given to patients in the control group while they were in the hospital. Patients in the experimental group participated in a newly developed cardiac rehabilitation program. It focused on strengthening self-efficacy with four self-efficacy sources-performance accomplishment, vicarious experiences, verbal persuasion and physical status using two individualized in-hospital education sessions and four weekly telephone counseling follow-up calls after discharge. Results. Four weeks after discharge, the increment of total self-efficacy score was significantly higher in the experimental group than in the control group (p<.0l). There was also a significant difference in the total quality of life scores increments between the two groups (p<.0l). However, no significant changes were noted in the increments of total health behavior scores between the two groups. Conclusion. A cardiac rehabilitation program focusing on promoting self-efficacy was effective in improving self-efficacy, and quality of life of patients with ischemic heart disease.

A Study of Subclinical Thyroid Function Disorder and the Risk of Coronary Heart Disease in Women (여성의 무증상 갑상샘 기능이상과 관상동맥질환 발생과의 관련성 연구)

  • Yeoum, Soon-Gyo;Park, Chai-Soon
    • Korean Journal of Adult Nursing
    • /
    • v.22 no.1
    • /
    • pp.80-89
    • /
    • 2010
  • Purpose: This paper has attempted to investigate the association between the subclinical thyroid function disorder caused by natural change in thyroid hormones or thyroid remedies and the incidence of CHD. Methods: Data was analyzed of 7,675 women who had undergone health examinations in a hospital in Gyeonggi-do between January 2007 and December 2008. The covariation of the coronary risk factors such as age, BMI, HbA1C, systolic blood pressure, LDL:HDL-cholesterol ratio, CRP, smoking and exercise were analyzed by using logistic regression analysis. Results: A significant increase in serum TSH was observed with higher age (F=26.91, p=.00). In terms of age, the risk of CHD started to gradually increase since the 40s and sharply since the 60s (${\chi}^2$=113.29, p=.00). The serum TSH was the most significant parameter influencing CHD (B=.12, p=.00). The risk of coronary heart disease was 3.12 times higher in the subclinical hypothyroidism group (OR=3.12) while no significant difference was observed in the subclinical hyperthyroidism group. Conclusion: Subclinical hypothyroidism may be an independent risk factors for CHD. A nurse nursing patients with thyroid disorder should be well informed of their state of subclinical thyroid function disorder and make efforts to extend their health expectancy.

The Meta-Analysis Study on the Risk Factors of Stroke (메타분석을 통한 중풍 위험인자 연구)

  • Yeo, Hyeon-Su;Jun, Chan-Yong;Choi, You-Kyung;Ko, Seung-Gyu;Ko, Ho-Yeon;Park, Jong-Hyeong
    • Journal of Society of Preventive Korean Medicine
    • /
    • v.12 no.3
    • /
    • pp.59-65
    • /
    • 2008
  • Objective : This study was conducted to integrate the results of studies which show the relationship between risk factors(smoking, drinking, intaking coffee, exercise, BMI, family history, hypertension, DM, hyperlipidemia, heart disease, TIA) and the incidence of stroke in Korean adults. Methods : We surveyed 17 stroke-related articles, published between 1995 and 2007, and conduct meta-analysis. And we estimated common odds ratio(OR). Results : The overall OR of risk factors associated CVD were as follow : Smoking had a 2.488 OR, no regular exercise had a 1.942 OR, $BMI{\geq}25$ had a 1.848 OR, hypertension had a 6.053 OR, DM had a 2.931 OR, heart disease had a 5.455 OR, and TIA had a 5.238 OR. Conclusion : The result of this study suggest that smoking, no regular exercise, $BMI{\geq}25$, hypertension, DM, heart disease, and TIA are important risk factor of stroke.

  • PDF

Medical Expenditure Attributable to Overweight and Obesity in Adults with Ischemic Heart Disease and Stroke in Korea (우리나라 성인의 허혈성 심장질환, 뇌졸중으로 인한 총 진료비 중 과체중 및 비만의 기여분)

  • Kang, Jae-Heon;Jeong, Baek-Geun;Cho, Young-Gyu;Song, Hye-Ryoung;Kim, Kyung-A
    • Korean Journal of Health Education and Promotion
    • /
    • v.27 no.4
    • /
    • pp.83-90
    • /
    • 2010
  • objectives: This study was conducted to estimate medical expenditure attributable to overweight and obesity in adults with ischemic heart disease and stroke using Korea National Health and Nutrition Examination survey data and Korea National Health Corporation data. methods : The medical expenditure of ischemic heart disease and stroke related to overweight and obesity were composed of inpatient care costs, outpatient care costs and medication costs. The population attributable risk (PAR) of overweight and obesity was calculated from national representative data of Korea such as the National Health Insurance Corporation cohort data and 2005 Korea National Health and Nutrition Examination survey data. results: The medical expenditure attributable to overweight and obesity of ischemic heart disease were 97.4 billion won(74.1-122 billion won). and stroke were 64.6 billion won(33.1-98.1 billion won). Consequently, these costs corresponded to 11.4% of total medical expenditure due to ischemic heart disease and stroke. conclusion: We conclude that overweight and obesity have increased medical expenditure from ischemic heart disease and stroke in Korea. These findings provide important support for implementing overweight and obesity management strategies in Korea.

Evaluation of Nutrient Intake and Food Variety in Korean Male Adults according to Framingham Risk Score (Framingham Risk Score에 의한 한국 성인 남성의 영양소 및 식품 섭취의 다양성 평가)

  • Choi, Mi-Kyeong;Bae, Yun-Jung
    • The Korean Journal of Food And Nutrition
    • /
    • v.27 no.3
    • /
    • pp.484-494
    • /
    • 2014
  • The purpose of this study was to evaluate dietary intake according to the risk of coronary heart disease (less than 10% = low-risk group; 10~20% = middle-risk group) based on Framingham risk score (FRS), on 122 male adult subjects. The body weight and body mass index were not significantly different between the groups, while height of the low-risk group was shown to be significantly high compared to that of the middle-risk group. The daily energy intake was shown to be significantly high in the low-risk group with 1,910.88 kcal, compared to 1,606.63 kcal of the middle-risk group. As a result of analyzing nutrient intake per 1,000 kcal of energy, while the low-risk group had significantly high intake of animal protein, fat, and animal fat compared to the middle-risk group, the intake of plant protein, carbohydrate, and plant iron was found to be significantly low. The daily food intake was shown to be significantly high in the low-risk group (1,445.16 g), compared to the middle-risk group (1,075.12 g). The low-risk group was found to have significantly high intake of sugars, eggs, and beverages compared to the middle-risk group, while mushrooms intake was significantly high in the middle-risk group. Dietary variety score (DVS) was significantly high in the low-risk group with 26.42, compared to 22.66 of the middle-risk group. Dietary diversity score (DDS) was indicated to be significantly high in the low-risk group with 3.70, compared to 3.27 of the middle-risk group. The low-risk group was indicated to have significantly high score in DDS of dairy products and fruit group, compared to the middle-risk group. In the correlation between diversity index of food intake (DVS and DDS) and FRS, DDS was shown to have significantly negatively correlation with FRS after adjusting for confounding factors. To sum up these results, the adult males with low-risk of coronary heart disease had more various consumptions of fruits and milk, compared to the subjects with the middle-risk. The proportion of consuming major food groups such as cereals, meat group, milk, fruits, and vegetables more than a fixed quantity was indicated to be high. Accordingly, dietary habit for intake of various food seems to be necessary, to prevent coronary heart disease.

A Study on the Educational Needs of the Coronary Heart Disease Patients in a Municipal General Hospital (관상동맥질환자의 교육 요구 -일개 종합병원 내원환자를 중심으로-)

  • 고경희;이성은
    • Korean Journal of Health Education and Promotion
    • /
    • v.15 no.2
    • /
    • pp.143-161
    • /
    • 1998
  • The purpose of this study is to find out the educational needs for the coronary heart disease patients of a general hospital in a municipal general hospital. The study subjects were 90 outpatients who had been diagnosed as myocardial infection or angina at the hospital from January 3, 1998 to January 31, 1998. The questionaire was consisted of risk factors and educational needs for coronary heart disease patients. The qusetions on the education needs of the coronary heart disease were consist of 34 questions in 6 fields. In analyzing the data, the number and the percentage were calculated in patients general characteristics, the average and the standard-deviation were calculated to understand the educational needs, t-test and ANOVA were used to find out inter group difference on educational needs. In ANOVA, the advanced analysis was done by Scheffe-test. The results of this study were as follows: 1. 52(57.8%) of the patients (90%) live in Kangnung-city and 95% of the patients live in the middle-east part of Korea. At the age distribution 39 to 80, 41.1% of the patients were in their sixties and average age was 62.4 years old. 40% of the patients left school in mid-course or graduated from middle school or high school 2. As a result of the study on the risk factors of the coronary heart disease, the patients who have hypertension and diabetes were 41.1% and 20% respectively. In smoking and drinking, smokers were 30% and drinkers were 40% and average of smoking and drinking duration over 30 years old. 47.8% were over 140mgHg systolic - BP and 45.8% were over 90mmHg diastolic - BP 3. The patients' educational needs average 94.88 (maximum 134), and item average 2.79(maximum 4.0), the highest needs field was the characteristic of disease 33.22(maximum 44). Item average 3.02 (maximum 4.0) and the lowest education needs field was the physical activity and exercise 10.21(maximum 16). Item average 2.55(maximum 4.0) 4. General characteristics which were different from the general characteristic educational needs were statistically different by group of educational level, occupation, age and sex. 5. The risk factors which were different from the coronary heart disease patients' risk factors educational needs were statistically different by groups of the heart disease patients in family and the patients who take regular exercise. with a result the nurses need to improve the educational programs while considering the high educational needs field and the characteristics which showed significant concerns statistically.

  • PDF

Implications of Managing Chronic Obstructive Pulmonary Disease in Cardiovascular Diseases

  • Deshmukh, Kartik;Khanna, Arjun
    • Tuberculosis and Respiratory Diseases
    • /
    • v.84 no.1
    • /
    • pp.35-45
    • /
    • 2021
  • Globally, cardiovascular diseases and chronic obstructive pulmonary disease (COPD) are the leading causes of the non-communicable disease burden. Overlapping symptoms such as breathing difficulty and fatigue, with a lack of awareness about COPD among physicians, are key reasons for under-diagnosis and resulting sub-optimal care relative to COPD. Much has been published in the past on the pathogenesis and implications of cardiovascular comorbidities in COPD. However, a comprehensive review of the prevalence and impact of COPD management in commonly encountered cardiac diseases is lacking. The purpose of this study was to summarize the current knowledge regarding the prevalence of COPD in heart failure, ischemic heart disease, and atrial fibrillation. We also discuss the real-life clinical presentation and practical implications of managing COPD in cardiac diseases. We searched PubMed, Scopus, EMBASE, and Google Scholar for studies published 1981-May 2020 reporting the prevalence of COPD in the three specified cardiac diseases. COPD has high prevalence in heart failure, atrial fibrillation, and ischemic heart disease. Despite this, COPD remains under-diagnosed and under-managed in the majority of patients with cardiac diseases. The clinical implications of the diagnosis of COPD in cardiac disease includes the recognition of hyperinflation (a treatable trait), implementation of acute exacerbations of COPD (AECOPD) prevention strategies, and reducing the risk of overuse of diuretics. The pharmacological agents for the management of COPD have shown a beneficial effect on cardiac functions and mortality. The appropriate management of COPD improves the cardiovascular outcomes by reducing hyperinflation and preventing AECOPD, thus reducing the risk of mortality, improving exercise tolerance, and quality of life.