• Title/Summary/Keyword: Cardiovascular disease

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A Study on the Comparison of Predictive Models of Cardiovascular Disease Incidence Based on Machine Learning

  • Ji Woo SEOK;Won ro LEE;Min Soo KANG
    • Korean Journal of Artificial Intelligence
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    • v.11 no.1
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    • pp.1-7
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    • 2023
  • In this paper, a study was conducted to compare the prediction model of cardiovascular disease occurrence. It is the No.1 disease that accounts for 1/3 of the world's causes of death, and it is also the No. 2 cause of death in Korea. Primary prevention is the most important factor in preventing cardiovascular diseases before they occur. Early diagnosis and treatment are also more important, as they play a role in reducing mortality and morbidity. The Results of an experiment using Azure ML, Logistic Regression showed 88.6% accuracy, Decision Tree showed 86.4% accuracy, and Support Vector Machine (SVM) showed 83.7% accuracy. In addition to the accuracy of the ROC curve, AUC is 94.5%, 93%, and 92.4%, indicating that the performance of the machine learning algorithm model is suitable, and among them, the results of applying the logistic regression algorithm model are the most accurate. Through this paper, visualization by comparing the algorithms can serve as an objective assistant for diagnosis and guide the direction of diagnosis made by doctors in the actual medical field.

Short-term Effects of a Lifestyle Intervention Program on Eating Behaviors, Physical Activity and Cardiovascular Risks in Korean Adults (생활습관개선 프로그램이 성인의 식이행동과 신체활동 및 심혈관위험요인에 미치는 효과: 중재 3개월 결과를 중심으로)

  • Park, Jiyeon;Kim, Hyekyeong
    • Korean Journal of Health Education and Promotion
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    • v.31 no.4
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    • pp.37-49
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    • 2014
  • Objectives: The aim of this study was to evaluate the effects of a lifestyle modification program for Korean adults with cardiovascular disease risk factors on their health behaviors and health status. Methods: A total of 448 adults with abdominal obesity and additional cardiovascular disease risk factors(high blood pressure, low HDL-cholesterol, high triglyceride or high blood glucose) were randomly assigned to either an intensive intervention group (IIG, n=216) or a minimal intervention group(MIG, n=232). Participants in the IIG received lifestyle modification program which consisted of health counseling with nutrition assessment, health booklet and health diary, while those in MIG received minimal information. Results: The participants in the IIG significantly improved dietary habits(p<.05), retrained eating(p<.001), external eating(p<.01) behaviors, leisure time physical activity(p<.05), dietary self-efficacy(p<.01), exercise self-efficacy(p<.01) and MetS score(p<.001) after 3 months. In addition, the participants in the IIG showed more improvement in dietary habits(p<.05) compared with those in the MIG. Conclusion: The lifestyle modification program was effective in improving some health behaviors, behavioral determinants and cardiovascular risk factors for a short term.

Saccular Aneurysm of the External Jugular Vein: A Case Report

  • Lee, Hae Young;Cho, Sung Ho;Ko, Taek Yong;Kim, Hyun Su;Kim, Jong In;Park, Sung Dal;Cho, Sung Rae;Chun, Bong Kwon
    • Journal of Chest Surgery
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    • v.47 no.2
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    • pp.171-173
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    • 2014
  • Saccular aneurysm of the external jugular vein presenting as a neck mass is very rare. We report the surgical treatment of an external jugular venous aneurysm in a 48-year-old female patient due to the cosmetic problem of neck engorgement, concomitant with thyroidectomy for cancer.

Hereditary protein S deficiency presenting acute pulmonary embolism

  • Kim, Jiwan;Kim, Sung Hea;Jung, Sang Man;Park, Sooyoun;Yu, HyungMin;An, Sanghee;Kang, Seonghui;Kim, Hyun-Joong
    • Journal of Yeungnam Medical Science
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    • v.31 no.1
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    • pp.52-55
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    • 2014
  • Protein S deficiency is one of the several risk factors for thrombophilia and can cause blood clotting disorders such as deep vein thrombosis and pulmonary embolism. A 54-year-old man was admitted with the complaint of dyspnea and was diagnosed with pulmonary embolism. The patient had very low level of free protein S, total protein S antigen, and protein S activity (type I protein S deficiency). In history taking, we found that his mother, 78 year old, had a history of same disease 10 years ago, and confirmed the pronounced low level of protein S. The patient's son also had very low level of protein S, however there had not been any history of pulmonary embolism yet. This case study suggests that asymptomatic persons with a family history of protein S deficiency and pulmonary embolism should be checked regularly for early detection of the disease, as protein S deficiency can be suspected.

Primary Pulmonary Chordoid Meningioma

  • Bae, So Young;Kim, Hye-seon;Jang, Hyo-Jun;Chung, Won-Sang;Kim, Hyuck;Kim, Young Hak;Lee, Jun Ho;Bang, Seong Sik
    • Journal of Chest Surgery
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    • v.51 no.6
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    • pp.410-414
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    • 2018
  • Primary pulmonary meningioma is a rare disease, and chordoid meningioma is an uncommon variant of meningioma in the central nervous system (CNS) with a high recurrence rate. We report a case of primary pulmonary chordoid meningioma that presented as a solitary pulmonary nodule (SPN). The SPN was resected by thoracoscopic wedge resection and was revealed to have characteristics of chordoid meningioma. After confirming the absence of a meningioma in the CNS by brain imaging, the nodule was diagnosed as a primary pulmonary chordoid meningioma. The patient remained disease-free after 26 months postoperatively. To our knowledge, this is the third case of primary pulmonary chordoid meningioma to be reported.

Hybrid Coronary Artery Revascularization for Takayasu Arteritis with Major Visceral Collateral Circulation from the Left Internal Thoracic Artery

  • Sim, Hyung Tae;Kim, Jeong-Won;Yoo, Jae Suk;Cho, Kwang Ree
    • Journal of Chest Surgery
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    • v.50 no.2
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    • pp.105-109
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    • 2017
  • Coronary arterial involvement in Takayasu arteritis (TA) is not uncommon. Herein, we describe a case of TA with celiac trunk and superior mesenteric artery occlusion combined with coronary artery disease. Bilateral huge internal thoracic arteries (ITAs) and the inferior mesenteric artery provided the major visceral collateral circulation. After percutaneous intervention to the right coronary artery, off-pump coronary artery bypass grafting for the left coronary territory was done using a right ITA graft and its large side branch because of its relatively minor contribution to the visceral collateral circulation.

Work- related Cardiovascular Diseases (업무관련성 뇌.심혈관질환)

  • Rim, Hwa-Young;Choi, Soon-Young
    • Proceedings of the Safety Management and Science Conference
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    • 2010.04a
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    • pp.117-125
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    • 2010
  • Cerebrovascular and cardiovascular diseases (CVDs) are a major cause of deaths among workers as well as in general population in Korea. Occupational stress like long working hours or overwork can cause sudden unexpected death in a worker who had been suffering from an aggravated preexisting condition such as hypertensive or arteriosclerotic diseases, The Korean government has compensated the cases of cerebrovascular disease and cardiovascular disease due to overwork, but neither a resonable definition of overwork nor detailed evaluation guideline has been officially provided to verify overwork, so that the prevention of, as well as compensation for workers' occupational stress-related cardiovascular attacks, cannot be carried out efficiently. A thorough understanding of the etiopathology of WR-CVDs can be very helpful in developing a prevention strategy.

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Successful Modified Nikaidoh Procedure (Pivot Rotation) in a Patient with Double Outlet Right Ventricle and Pulmonary Atresia: Case Report

  • Lee, Jae Jun;Lee, Ok Jeong;Yang, Ji-Hyuk;Jun, Tae-Gook
    • Journal of Chest Surgery
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    • v.54 no.5
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    • pp.389-392
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    • 2021
  • Double outlet right ventricle (DORV) with pulmonary atresia (PA) is an uncommon congenital disease. Because of anatomical and physiological anomalies in the systemic and pulmonary circulation, corrective surgery may be challenging. We present the case of a patient with DORV and PA. This condition was successfully corrected using a modified Nikaidoh procedure, resulting in reduced obstruction of the left ventricular outflow tract.

Hospital Visits, Admissions and Hospital Costs among Patients with Respiratory and Cardiovascular Diseases according to Particulate Matter in Seoul (서울지역 미세먼지 농도가 호흡기계 및 심혈관계의 외래 방문 및 입원과 진료비에 미치는 영향)

  • Lee, Hyeong Suk
    • Journal of Environmental Health Sciences
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    • v.42 no.5
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    • pp.324-332
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    • 2016
  • Objectives: The annual average of PM10 in Seoul was $45{\mu}/m^3$, which surpasses the WHO annual guidelines ($20{\mu}/m^3$). Most previous analyses of the effects of PM exposure have been retrospective studies using single hospital data, and fewer studies have attempted to address the relationship of PM10 and hospital costs. This study was conducted to investigate the effects of the concentration of PM10 on hospital visits, admissions and hospital costs in patients with respiratory and cardiovascular diseases. Methods: Medical data from the National Health Insurance Service and the monthly average of PM10 from National Institute of Environmental Research were used to identify the effects of PM10 on hospital visits, admissions and hospital costs. We applied Poisson regression and linear regression to perform the analysis. Results: The relative risks for admissions per $10{\mu}/m^3$ increase in PM10 were 23.11%, 10.2% and 6.9% increases for acute bronchiolitis, asthma and bronchitis, respectively. The relative risk for hospital visits per $10{\mu}/m^3$ increase in PM10 were 10.4%, 6.7% and 5.9% for chronic obstructive pulmonary disease, asthma and chronic sinusitis, respectively. For cardiovascular disease, the relative risk for admissions per $10{\mu}/m^3$ increase in PM10 were 2.2% and 2.1% increases in angina and acute myocardial infarction, respectively. A $10{\mu}/m^3$ increase in the monthly average of PM10 corresponded to 170,723,000 won (95% CI: 125,587,000-215,860,000 won), 123,636,000 won (95% CI: 47,784,000-199,487,000 won) and 78,571,000 won (95% CI: 29,062,000-128,081,000 won) increases in hospital costs for asthma, acute tonsillitis and chronic sinusitis, respectively. Conclusion: Hospital admissions for respiratory and cardiovascular disease were associated with PM10 levels. PM10 exposure is also associated with increased costs for respiratory diseases.

Comparison Study on the General Characteristics of Acute Stroke Patients according to Tongue Fur Color (급성기 중풍 환자의 설태색(舌苔色)에 따른 특성 비교)

  • Park, Su-Kyung;Kim, Mi-Young;Choi, Won-Woo;Leem, Jung-Tae;Park, Sung-Wook;Jung, Woo-Sang;Cho, Ki-Ho
    • The Journal of Internal Korean Medicine
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    • v.30 no.4
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    • pp.806-812
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    • 2009
  • Objective : The aim of this study was to provide basic background information on stroke by evaluation various etiological factors on the basis that the Tongue fur color of acute stroke patients. Method : We studied patients hospitalized within 4 weeks after their ictus who were admitted at Kyunghee University Oriental Medical Center, Dongguk University Oriental Medical Center, Kyungwon University Songpa Oriental Medical Center, and Kyungwon University Incheon Oriental Medical Center from April 2008 to August 2009. We compared the general characteristics of acute stroke patients according to tongue fur color. Result : Tongue fur color showed significant difference for past history of hypertension, hyperlipidemia, stroke, HDL-chol, BUN, Hg, and pulse pattern. Conclusion : The above results show that the overall tendency of acute stage cerebral infarction patients varies according to their tongue fur color. Further studies will be needed to better understand the difference between yellow fur group and white fur among acute stroke patients.

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