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Personalized Specific Premature Contraction Arrhythmia Classification Method Based on QRS Features in Smart Healthcare Environments

  • Cho, Ik-Sung
    • Journal of IKEEE
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    • v.25 no.1
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    • pp.212-217
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    • 2021
  • Premature contraction arrhythmia is the most common disease among arrhythmia and it may cause serious situations such as ventricular fibrillation and ventricular tachycardia. Most of arrhythmia clasification methods have been developed with the primary objective of the high detection performance without taking into account the computational complexity. Also, personalized difference of ECG signal exist, performance degradation occurs because of carrying out diagnosis by general classification rule. Therefore it is necessary to design efficient method that classifies arrhythmia by analyzing the persons's physical condition and decreases computational cost by accurately detecting minimal feature point based on only QRS features. We propose method for personalized specific classification of premature contraction arrhythmia based on QRS features in smart healthcare environments. For this purpose, we detected R wave through the preprocessing method and SOM and selected abnormal signal sets.. Also, we developed algorithm to classify premature contraction arrhythmia using QRS pattern, RR interval, threshold for amplitude of R wave. The performance of R wave detection, Premature ventricular contraction classification is evaluated by using of MIT-BIH arrhythmia database that included over 30 PVC(Premature Ventricular Contraction) and PAC(Premature Atrial Contraction). The achieved scores indicate the average of 98.24% in R wave detection and the rate of 97.31% in Premature ventricular contraction classification.

Correlation Analysis of Echocardiography and Ankle Brachial Index in the Severity of Cardiac Artery Stenosis (심장동맥협착 중증도에서 심장초음파검사와 발목위팔지수의 상관관계 분석)

  • Gyu-Hee Kim;Tae-Jeong Ji
    • Journal of radiological science and technology
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    • v.47 no.5
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    • pp.333-344
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    • 2024
  • The purpose of this study is to identify predictors of cardiac arterial stenosis severity. The subjects of the study were patients who underwent cardiovascular angiography. The predicted index was evaluated by the ankle brachial index, the left ventricular ejection fraction and the aortic valve velocity max of echocardiography. The severity of cardiac arterial stenosis increased in the elderly in their 70s and 80s. In cross-analysis of stenosis, the ankle brachial index was associated three times higher than the left ventricular ejection fraction and the aortic valve velocity max. Even in the correlation analysis, the ankle brachial index showed a high correlation as a predictor. Regression analysis showed that if the ankle brachial index was lower than 0.9, the probability of stenosis increased 6.1 times compared to the normal study subjects. and measurement of left ventricular ejection fraction revealed that subjects with low left ventricular ejection fraction were 3.3 times more likely to develop 3VD. Therefore, the predictor of cardiac artery stenosis was identified by the ankle brachial index and left ventricular ejection fraction.

Early Changes of Left Ventricular Geometry and Function after Surgical Ventricular Restoration and Mitral Valve Annuloplasty: Magnetic Resonance Imaging (외과적 심실 복원과 승모판 고리성형 후 좌심실 형태와 기능의 초기 변화: 자기공명영상)

  • Choi, Byoung-Wook;Chang, Byung-Chul;Kim, Young-Jin;Hur, Jin;Lee, Hye-Jeong;Kim, Tae-Hoon;Choe, Kyu-Ok
    • Investigative Magnetic Resonance Imaging
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    • v.12 no.1
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    • pp.40-48
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    • 2008
  • Purpose : We sought to determine the early change of ventricular geometry and function after concomitant surgeries of modified Dor procedure and mitral valve annuloplasty by using magnetic resonance imaging. Materials and Methods : We enrolled 21 patients with dilated heart failure who underwent modified Dor procedure (n=8), mitral valve annuloplasty (n=6), or both surgeries (n=7). Cine MRI was used to assess left ventricular dimensions and function before and after surgery. We measured the left ventricular end-diastolic and end-systolic volumes and the dimensions of the left ventricular long-axis and short-axis. Left ventricular stroke volume, ejection fraction, and sphericity index were calculated from these measurements. These parameters were analyzed and compared between three different surgery groups to explain the combined effect of the concomitant surgeries. Results : MRI was performed within average $12\;{\pm}\;15$ days (range 1-58 days) before and $38\;{\pm}\;50$ days (range 7- 231 days) after the surgery. The patients who underwent concomitant surgeries had more profound enlargement of left ventricle and decreased contractility prior to surgery than those in the patients who underwent single surgical procedure. Left ventricular end-diastolic volume and endsystolic volume significantly decreased in all patients regardless of surgery type after surgery. Ejection fraction significantly increased only in the patients who got modified Dor procedure without mitral valve annuloplasty (25.4% to 40.7%). Sphericity index increased in patients with modified Dor procedure but decreased in patients with mitral valve annuloplasty (0.65 to 0.78 vs. 0.75 to 0.65). In the patients who underwent concomitant surgeries showed no significant change in sphericity index after surgery. Conclusion : The early change of the left ventricular geometry and function after the concomitant surgeries with modified Dor procedure and mitral valve annuloplasty in patients with dilated heart failure includes a marked reduction in left ventricular volume and in stroke volume. The shape of the left ventricle does not change because the effect of sphericity index decrease from mitral valve annuloplasty is counteracted by the effect of sphericity index increase from modified Dor procedure. Improvement of left ventricular ejection fraction is not the early change after the concomitant surgeries.

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Clinical Evaluation of Prosthetic Valve Replacement in Valvular Heart Disease (인공심장판막치환 환자에 대한 임상적 고찰)

  • 곽문섭
    • Journal of Chest Surgery
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    • v.21 no.6
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    • pp.1003-1019
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    • 1988
  • From 1982 to 1987, six patients underwent left ventricular aneurysmectomy with concomitant myocardial revascularization. Simultaneous repair of postinfarction ventricular septal defect was performed in 3 patients and left ventricular thrombectomy in two. There was no hospital mortality and late mortality during 220 months* follow up period-.[Mean 36.7 months, range 13 to 72 months] Their condition was improved in all. They live in physical condition of NYHA class I-II. We believe early surgical intervention can be life-saving, and can be done without undue surgical risk, even in cases of postinfarction VSD and LV aneurysm with failing heart.

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Congenitally Corrected Transposition of the Great Arteries associated with Ventricular Septal Defect and Patent Ductus Arteriosus - One case report - (심실중격결손증 및 동맥관개존증을 동반한 선천성 교정형 대혈관전위증 1례 보고)

  • 장동철
    • Journal of Chest Surgery
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    • v.20 no.4
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    • pp.786-792
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    • 1987
  • Congenitally corrected transposition of the great arteries is a congenital cardiac anomaly with ventriculoarterial discordant connection and atrioventricular discordant connection. This report describes a 17 year old male patient who had congenitally corrected transposition of the great arteries associated with ventricular septal defect and patent ductus arteriosus, underwent patch closure of the ventricular septal defect and suture closure of patent ductus arteriosus, and was discharged on 9th day after surgery with good condition.

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Ventricular Septal Defect in Twin -Report of Two Case- (쌍동이에서의 심실중격결손증)

  • 안광필
    • Journal of Chest Surgery
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    • v.10 no.1
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    • pp.140-142
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    • 1977
  • Total of 52 patients having ventricular septal defect were operated on using extracorporeal circulation in the 8 years period between 1969 and 1977. Of these, the very rare and interesting were the cases of ventricular septal defect seen in twin boys. Their defects were Type II and Type III in each which had been closed with Teflon felt patch in one and with primary suture in the other. Their postoperative courses were uneventful without complications of any.

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Pulmonary Atresia with Intact Ventricular Septum (둔형 폐동맥 폐쇄증 1)

  • 손영상
    • Journal of Chest Surgery
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    • v.20 no.2
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    • pp.432-437
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    • 1987
  • Pulmonary atresia with intact ventricular septum is a extremely rare congenital cardiac anomaly. With the history of cyanosis and failure to thrive, this anomaly should not be excluded and emergency management is necessary. Our patient was 69 day-old male with pulmonary atresia which was confirmed by cardiac angiography. Prostaglandin E1 was used for maintenance of pulmonary blood flow preoperatively. Right ventricular outflow reconstruction with pericardial patch and concomitant pulmonary valvotomy were done on beating heart for palliation. With this method, growing of right ventricle and tricuspid annulus are highly expected.

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Muscular Ventricular Septal Defect: Report of 2 cases (근육형 심실중격 결손증 (치험 2예))

  • 임승평
    • Journal of Chest Surgery
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    • v.12 no.2
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    • pp.113-118
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    • 1979
  • The muscular variety of congenital ventricular septal defect [Type IV VSD] comprises from 2 to 18% of the total number of patients and has multiple defects. It is difficult to diagnose by usual angiographic study. Out of 116 cases of isolated ventricular septal defects repaired at this hospital in 20 years period from 1959 and to May 8, 1979, 2 cases had muscular defect which was treated through vertical right ventriculotomy without any problems. Single defect was found in both cases and in one case PDA was associated with Type IV VSD.

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Transaortic Closure of Ventricular Septal Defect in Corrected Transposition of the Great Arteries (심실중격 결손 및 폐동맥협착이 동반된 선천성 교정형 대혈관 전위증 - 대동맥 절개를 통한 심실중격 결손의 봉합 치험 1례 -)

  • 전예지
    • Journal of Chest Surgery
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    • v.23 no.4
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    • pp.764-768
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    • 1990
  • Congenitally corrected transposition of great arteries is a congenital cardiac anomaly with ventriculoarterial discordant connection and atrioventricular discordant connection. A 8-year-old girl had congenitally corrected transposition of the great arteries with ventricular septal defect and pulmonary valvular stenosis. By transaortic approach, ventricular septal defect was closed and pulmonary valvotomy was performed by transpulmonary approach. No heart block or aortic insufficiency developed postoperatively.

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The Right Ventricular Myxoma Which Attached to the Tricuspid Valve: Sliding Tricuspid Valvuloplasty

  • Cho, Seong Ho;Shim, Man-Shik;Kim, Wook Sung
    • Journal of Chest Surgery
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    • v.48 no.3
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    • pp.228-230
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    • 2015
  • We report a rare case of an extremely large right ventricular myxoma involving the ventricular side of the tricuspid valve. The tumor was excised along with the entire posterior leaflet and part of the anterior leaflet. The tricuspid valve was repaired by sliding valvuloplasty combined with ring annuloplasty.