Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital

Dagne Tesfaye Mengistie, Buzuneh Tasfa Marine
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Abstract

Introduction: Coronary artery disease (CAD) is one manifestation of ischemic heart disease, which is the leading cause of mortality in the world. Objective: The core objective of this investigation was to analyze Survival Analysis of coronary heart disease of patient during revascularization coronary artery performed. Method: The study was constructed on the data which have 250 patients (subject) with 6 independent variables. The study more explored using survival models such as semi-parametric (Cox PH model) and parametric models (Accelerated Failure Time). Because of some assumptions of cox PH do not well fitted. As we know from theoretical knowledge even if the assumptions are many the parametric models has better acceptance. Basically the data source is already given from Debre Berehan Compressive specialized hospital in registry patient of acute coronary event. Result: According to the results of this study the death of coronary heart patient is affected by factors such as age of patients, revascularization performs, and the day of hospital stays. The hazard ratio for two groups is proportional throughout the days (time) as shown by this paper. The proportion of the death of patient which revascularization performed less than that of did not revascularization of coronary artery performed. And also from AFT model of Weibull the patient of didn’t use revascularization is more accelerate to death then patient use revascularization method.
Debre Birehan压缩专科医院冠状动脉重建术中冠心病患者的生存分析
冠状动脉疾病(CAD)是缺血性心脏病的一种表现形式,是世界上导致死亡的主要原因。目的:分析冠状动脉重建术中冠心病患者的生存分析。方法:采用6个自变量,250例患者(受试者)的资料进行研究。本研究更多地探索了半参数模型(Cox PH模型)和参数模型(加速失效时间)等生存模型。由于对cox PH值的一些假设不能很好地拟合。从理论知识上我们知道,即使假设很多,参数化模型也更容易被接受。在急性冠状动脉事件患者登记中,数据来源基本上已从德布雷汉压缩专科医院给出。结果:冠心病患者的死亡受患者年龄、血运重建术、住院天数等因素的影响。如本文所示,两组的风险比在整个天数(时间)内成正比。行冠状动脉血运重建术患者的死亡率低于未行冠状动脉血运重建术患者的死亡率。而且从Weibull的AFT模型来看,未使用血运重建术的患者比使用血运重建术的患者更加速死亡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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