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1.
目的:探讨房颤患者急诊入院时检测肌钙蛋白I(Tn I)水平的临床作用及预测价值。方法:回顾性分析我院523例房颤患者的临床资料,将资料中数据进行统计学分析处理。患者分为三组:1组患者Tn I轻度升高;2组患者Tn I正常;3组患者未检测Tn I,分别就三组患者的基线特征以及就诊时的症状展开数据比较,并且单变量及多变量分析Tn I升高的预测因子。设置主要终点为1年内所有原因导致的死亡及心肌梗死(MI),患者从入院时起随访1年,记录期间的MI发生情况及死亡情况。结果:173例患者(33%)Tn I轻度升高(均值0.56 ng/m L),225例患者(43%)Tn I正常,125例患者(24%)未检测Tn I。住院期间1组患者(50%)的心功能检查异常明显高于组2和组3(28%和29%,P≤0.001),1组患者(22%)主要终点发生率明显高于2组(10%)和3组患者(15%)(P=0.002),有统计学意义。结论:肌钙蛋白I轻度升高与冠脉疾病(CAD)发生率增加及MI发生率增加有关,但对于总体死亡率无影响。 相似文献
2.
目的:研究颈动脉粥样硬化斑块发生的危险因素及与脑梗死的关系。方法:选取2013年7月到2014年7月我院收治的脑梗死患者120例(研究组),另选取非脑梗死患者或者健康体检者120例(对照组),对所有入选者实施颈部血管超声检查,并检测其血糖、血浆纤维蛋白原和血脂,比较两组颈动脉粥样硬化斑块的数目、部位、颈动脉内径并分析脑梗死危险因素。结果:研究组斑块检出率和斑块数显著高于对照组,两组比较差异具有统计学意义(P0.05);颈总动脉内径显著小于对照组,两组比较差异具有统计学意义(P0.05);斑块存在于颈总动脉者最多,且与脑梗死部位存在同侧相关性(P0.05);研究组年龄、高血压、糖尿病和血脂、纤维蛋白原(FIB)也显著高于对照组,两组比较差异具有统计学意义(P0.05)。结论:颈动脉粥样硬化斑块发生和脑梗死存在密切关系,年龄、糖尿病、高血压、FIB和血脂均是其危险因素。 相似文献
3.
We describe a 59-year-old patient presenting with ST-elevation acute coronary syndrome. Coronary angiography with intravascular ultrasound (IVUS) showed an important nonsignificant atherosclerotic lesion in the proximal left anterior descending artery (LAD) and presence of bridging in the mid-LAD. Our hypothesis was that focal spasm at this site was the cause of transmural ischaemia; therefore, treatment was given by performing a percutaneous coronary intervention (PCI) of the lesion. The patient remained symptom-free which confirmed our conclusion. The myocardial bridging had no clinical implications at this moment. 相似文献
4.
L. J. Zhang G. F. Yang W. Huang C. S. Zhou P. Chen G. M. Lu 《Netherlands heart journal》2010,18(10):466-470
Background and Objective. Dual-source CT (DSCT) has been used to detect coronary artery anomalies. The purpose of this study was to assess the incidence of anomalous origin of the coronary artery in Chinese adults. Methods. We summarised all patients who underwent DSCT coronary angiography (CTCA) from December 2006 to February 2008, and data of anomalous origin of the coronary artery in Chinese adults were recorded. Results. 1879 patients underwent CTCA during that period; 24 patients with an anomalous origin of the coronary artery were detected, giving an incidence of 1.3%. Fifteen patients had an anomalous origin of the right coronary artery (12 from left coronary sinus, 3 high takeoff), eight patients had an anomalous origin of the left coronary artery (LCA from posterior sinus of Valsalva in three cases, LCX from the right coronary sinus, LCX from RCA, high takeoff, LCA from right coronary sinus, and single coronary artery in one case, respectively), and one patient had an anomalous origin of both coronary arteries (high takeoff). Conclusion. The incidence of anomalous origin of the coronary artery in Chinese adults in this study is 1.3%. DSCT can clearly visualise the anomalous origin and course of the coronary artery and is a useful screening modality. (Neth Heart J 2010;18:466-70.) 相似文献
5.
N. Oud K. M. Marques J. G. F. Bronzwaer S. Brinckman C. P. Allaart C. C. de Cock Y. Appelman 《Netherlands heart journal》2010,18(9):402-407
Objectives. The aim of this study was to analyse the rate of major adverse clinical events in patients with coronary artery disease and a fractional flow reserve (FFR) of ≥0.75 and deferred for coronary intervention in daily practice. Methods. From 1 January to 31 December 2006, FFR measurement was initiated in 122 patients (5%) out of 2444 patients referred for coronary angiography. In two patients FFR measurement failed and in one patient the FFR value could no longer be traced in the documents. Thus, 119 patients (84 men, 64 years, range 41-85) were included in the evaluation (145 lesions). Major adverse clinical events (death, myocardial infarction, percutaneous coronary intervention (PCI), coronary artery bypass grafting (CABG)) and the presence of angina were evaluated at follow-up. Furthermore a cost-effectiveness analysis was performed. Results. In 93 patients (76%) the FFR value was ≥0.75. Seventy of these 93 patients (76%) were treated with medication alone or underwent PCI for a different lesion (medical treatment group). Average duration of follow-up of all 119 patients was 22 months (range 4 days to 30 months). In the medical treatment group seven patients (10%) experienced a major adverse clinical event related to the FFR-evaluated lesion during follow-up. In this study population, the use of FFR measurement is cost-reducing provided that at least 65% of the patients in the medical treatment group has had a PCI with stent implantation when the use of FFR measurement is impossible. In this case, the decision to use PCI with stent implantation is purely based on the angiogram. Conclusions. In patients with a coronary stenosis based on visual assessment and an FFR of ≥0.75 deferral of PCI or CABG is safe in daily clinical practice and saves money. (Neth Heart J 2010;18:402-7.) 相似文献
6.
B. E. Claessen G. W. Stone P. C. Smits E. Kedhi W. J. Kikkert J. J. Piek J. P. S. Henriques 《Netherlands heart journal》2010,18(9):451-453
Treatment options for coronary revascularisation include percutaneous coronary intervention (PCI) and coronary artery bypass grafting (CABG). In the ‘synergy between PCI with TAXUS and cardiac surgery (SYNTAX)’ trial, PCI and CABG using state-of-the-art techniques (using paclitaxel-eluting stents and arterial grafts, respectively) were compared in the treatment of complex coronary artery disease. In Syntax, PCI was inferior to CABG at one year, entirely due to an increased repeat intervention rate. We hypothesised that the use of a superior drug-eluting stent system could reduce the need for repeat intervention. (Neth Heart J 2010;18:451-3.) 相似文献
7.
目的探讨猪冠状动脉前降支(LAD)结扎百分位点和心梗体积、左室射血分数的关系,以期指导研究者能够根据急性心肌梗死模型的心功能要求选择合适的LAD结扎百分位点。方法将47只小型猪开胸结扎心脏LAD中远段约30%~75%的不同百分位点,分别于术前、术后1 h心脏超声检查左室射血分数(LVEF),术后3 d进行常规冠状动脉造影,4周处死测量前降支结扎位点和梗死体积,最后用简单直线回归模型分析LAD结扎百分位点和心梗体积、左室射血分数回归方程和相关系数。结果47例动物手术过程中死亡8只,剩余39只存活动物冠状动脉造影均显示LAD中远段结扎部位处完全闭塞,表明手术成功。LAD结扎百分位点和术后1 h LVEF、术后1 hLVEF下降值、梗死心肌体积均明显相关(相关系数r分别为0.87、0.78和0.90,P均<0.001),其回归方程分别为:术后LVEF(%)=65.88-0.55x结扎百分位点;术后LVEF下降值(%)=0.12 0.59x结扎百分位点;心肌梗死体积(%)=0.53x结扎百分位点-5.43。结论猪LAD结扎百分位点和术后左室功能、梗死心肌体积均存在显著的相关性,可根据实验目的和对心功能的要求选择合适的结扎百分位点。 相似文献
8.
目的:探讨替罗非班对ST段抬高急性心肌梗死患者直接经皮冠状动脉内介入治疗(PCI)中冠状动脉内血栓的影响。方法:79例患者,随机分为试验组(替罗非班 PCI,34例)和对照组(直接PCI,45例)。观察住院期间主要心血管事件(MACE)发生率,冠状动脉内血栓和使用替罗非班的不良反应。结果:与对照组相比,试验组于术前应用替罗非班使PCI术前梗死相关血管(IRA)内血栓存在比例明显降低(P<0.05);试验组出血发生率较对照组有增多趋势(P>0.05)。结论:早期使用血小板糖蛋白Ⅱb/Ⅲa受体拮抗剂替罗非班,可以明显减少STEMI梗死相关血管内血栓的发生率。 相似文献
9.
目的:研究沙库巴曲缬沙坦对急性前壁心肌梗死急诊经皮冠状动脉介入治疗(primary peacutaneous coronary intervention,PCI)术后合并心功能不全患者近期预后的影响。方法:选择2018年1月~2019年1月在我院就诊并入院接受治疗的52例急性前壁心肌梗死急诊PCI术后合并心功能不全患者患者,采用随机数字表法将其分为两组,每组各26例。观察组在常规治疗的基础上使用沙库巴曲缬沙坦,对照组在常规治疗基础上应用依那普利治疗。分别比较两组患者入组后、出院前1 d及随访时血浆肌钙蛋白(Ⅰcardiac troopingⅠ,c Tn I)、肌酸激酶同工酶(Creatine kinase-MB,CK-MB)、超敏C反应蛋白(High-sensitivity creactive protein,hs-CRP)、纤维蛋白原(Fibrinogen,FIB)、肿瘤坏死因子-α(Tumor necrosis factor,TNF-α)、肌酐(Creatine,CREA)、N末端脑钠肽前体(N-terminal-pro-brain-natriuretic-peptide,NT-pro BNP)、左室舒张末期前后径(Left ventricular end-diastolic diamete,LVEDD)、左室射血分数(Left ventricular ejection fraction,LVEF)、左室质量指数(Left ventricular mass index,LVMI)、美国堪萨斯城心肌病患者生存质量表(Kansas City Cardiomyopathy Questionnaire,KCCQ)评分、6 min步行试验(6MWT)、临床事件及不良反应的发生情况。结果:(1)出院前1 d,两组患者的血清c Tn I、hs-CRP、NT-pro BNP、CK-MB、FIB、TNF-α、CREA水平均比治疗前明显下降(P0.05);出院1周时,观察组的血清c Tn I、hs-CRP、NT-pro BNP、CK-MB水平与对照组比较无统计学差异(P0.05);出院2周、1个月时,观察组的血清c Tn I、hs-CRP、NT-pro BNP、CK-MB水平均明显低于对照组(P0.05)。治疗后的各个随访时间点,两组患者的血清FIB、TNF-α、CREA水平均比治疗前明显降低(P0.05),但组间差异无统计学意义(P0.05)。(2)两组在出院前1 d LVEF、LVEDD、LVMI水平比较差异无统计学意义(P0.05)。出院后1、3、6个月时,观察组以上指标的改善幅度显著优于对照组(P0.05)。两组患者在接受治疗前收缩压(SBP)和舒张压(DBP)无统计学差异(P0.05),治疗后上述指标均显著下降(P0.05)。但两组在随访过程中各个时点的收缩压和舒张压无统计学差异(P0.05)。(3)两组患者治疗后KCCQ生存质量评分较治疗前显著升高(P0.05),且治疗3个月和6个月时,观察组的KCCQ生存质量评分显著高于对照组(P0.05)。观察组临床事件及不良反应的发生率均显著低于对照组(P0.05)。结论:沙库巴曲缬沙坦和依那普利用于急性心肌梗死PCI术后合并心功能不全患者的疗效相当,但沙库巴曲缬沙坦治疗的患者近期预后优于依那普利。 相似文献
10.
H. B. van der Zwaan M. G. Stoel J. W. Roos-Hesselink G. Veen E. Boersma C. von Birgelen 《Netherlands heart journal》2010,18(9):416-422
Background. Absence of complete ST-segment resolution (STR) after percutaneous coronary intervention (PCI) for ST-segment-elevation myocardial infarction (STEMI) is a determinant of mortality. Traditionally, STR is determined on the coronary care unit (CCU) 60 to 90 minutes after the initiation of reperfusion therapy. We studied the prognostic value of STR immediately after PCI. Methods. We analysed 223 consecutive patients with STEMI and successful PCI. Continuous ECG data were collected during PCI and at 30 minutes after arrival on the CCU (mean time 81±17 minutes after reflow of the culprit artery). Patients were divided into three groups: patients with complete STR immediately after PCI (‘early’), patients with complete and persistent STR at 30 minutes on the CCU, but not immediately after PCI (‘late’) and patients without STR. One-year follow-up was obtained for death and rehospitalisation for major adverse cardiac events. Cox proportional hazards regression was used to evaluate the association between STR and outcome. Results. Early STR occurred in 115 (52%) and late STR in 43 (19%) patients. Patients with early or late STR had a lower incidence of one-year cardiac death than those without STR (1.9 vs. 9.2%; p=0.02). In contrast, rehospitalisation occurred more frequently in patients with early or late STR (20.3 vs. 6.2%; p=0.009). As compared with patients without STR, early and late STR had a similar prognostic value (hazard ratios [95% confidence interval] for cardiac death 0.40 [0.08-2.03] and 0.25 [0.03-2.08]). Conclusions. We found no (major) change in prognostic value of STR during the 0 to 90 minutes time window after PCI. (Neth Heart J 2010;18:416-22.) 相似文献
11.
目的:探讨饮酒、吸烟与冠状动脉病变程度的相关性。方法:抽取行冠脉造影的男性患者(343例),排除患有高血压病、糖尿病、肝肾功能等异常的患者,根据患者是否吸烟、饮酒将其分为四组,吸烟+饮酒组(86例),吸烟+非饮酒组(135例),饮酒+非吸烟饮酒组(16例),非吸烟+非饮酒组(106例)。通过Gensini积分系统评价和比较各组冠脉病变的情况,分析评估冠心病的风险因素以及饮酒、吸烟与冠心病的关系。结果:吸烟+非饮酒组Gensini评分最高(33.89±31.14)分别与另外三组有统计学意义(P0.05)。饮酒+非吸烟组最低(9.31±10.88),分别与另外三组有统计学意义(P0.05)。单因素分析结果显示年龄、饮酒、TG、HDL-C是发生冠心病的危险因素,logistic回归分析结果显示饮酒是发生冠心病的保护因素,年龄与TG是发生冠心病的危险因素。结论:吸烟为冠状动脉病变高危因素,饮酒是发生冠心病的保护因素。 相似文献
12.
目的:探讨冠心病患者血清中趋化因子CX3CL1的表达在冠心病中的临床意义。方法:采用病例-对照的研究方法,依据临床症状收集经冠脉造影显示确诊为冠心病的患者250例,其中临床症状诊断为稳定性心绞痛患者75例,不稳定型心绞痛患者75例,急性心肌梗死患者100例(其中包含ST段抬高型急性心肌梗死和非ST段抬高型急性心肌梗死患者各50例)。同期收集对照组200例,对照组为冠状动脉造影显示为正常。ELISA方法检测上述不同人群血清中趋化因子CX3CL1表达变化,利用流式细胞仪检测上述不同人群血清中CD4~+CD28~-CX3CR1+T细胞表达含量的变化。结果:冠心病患者组血清趋化因子CX3CL1表达明显高于对照组(P0.05);与稳定型冠心病组患者相比较,不稳定型冠心病组和急性心肌梗死组患者血清中趋化因子CX3CL1水平明显高于稳定型冠心病患者组(P0.05);ST段抬高型急性心肌梗死患者血清CX3CL1表达水平高于非ST段抬高型急性心肌梗死患者(P0.05)。不稳定型心绞痛患者冠状动脉介入手术后即刻抽取患者的静脉血,血清中CX3CL1表达含量明显高于冠状动脉介入手术前血清中的表达含量。冠心病患者CD4~+CD28~-CX3CR1+T细胞受体的表达含量明显增高,在急性ST段抬高型心肌梗死患者血清中的表达最高(P0.05)。结论:趋化因子CX3CL1可能参与冠心病动脉粥样硬化不稳定斑块的形成,并且可能成为外周血中预测不稳定型斑块的血清生物学标志物。 相似文献
13.
目的:研究冠心病患者颈动脉粥样硬化超声相关参数与病变严重程度的关系,为冠心病的诊断提供依据。方法:选取2015年1月至2016年6月我院收治的冠心病患者100例作为研究组,根据冠状动脉造影结果分为1支病变组(24例),2支病变组(44例)和3支病变组(32例)。根据Gensini评分分为轻度病变组(Gensini评分20分,n=26),中度病变组(20分≤Gensini评分40分,n=45)和重度病变组(Gensini评分≥40分,n=29)。另选取同期医院体检的健康体检者30例作为对照组。应用颈动脉超声多普勒检查各组颈动脉超声相关参数,采用Pearson相关性分析超声相关参数与病变严重程度的关系。结果:研究组颈动脉中膜厚度(IMT)、颈总动脉硬化度(β)、颈动脉顺应性(AC)、弹性系数(EP)、脉搏波传导速度(PEVβ)均显著高于对照组,差异有统计学意义(P0.05)。随着冠状动脉病变支数增加,受试者IMT、β、EP、AC、PEVβ升高,其中3支病变组2支病变组1支病变组对照组(P0.05)。随着冠状动脉病变程度增加,受试者IMT、β、EP、AC、PEVβ升高,其中重度病变组中度病变组轻度病变组对照组(P0.05)。经Pearson相关性分析显示:冠心病患者IMT、β、EP、AC、PEVβ与病变血管支数呈正相关(r=0.607,0.428,0.532,0.507,0.556,均P0.05),与Gensini评分呈正相关(r=0.624,0.432,0.517,0.521,0.543,均P0.05)。结论:冠心病患者颈动脉粥样硬化超声相关参数与患者病变程度相关,颈动脉超声检查可以作为冠心病的诊断手段。 相似文献
14.
Tavakkoly-Bazzaz J Amiri P Tajmir-Riahi M Javidi D Khojasteh-Fard M Taheri Z Tabrizi A Keramatipour M Amoli MM 《Gene》2011,487(1):103-106
Objective
Increased RANTES expression has been described to have a role in atherosclerosis plaque formation. Functional polymorphisms within RANTES promoter region have shown association with increased risk of coronary atherosclerosis (CAD). The aim of this study was to examine the RANTES mRNA expression in patients with CAD compared to patients without CAD and its association with RANTES − 403 G/A polymorphism in an Iranian population.Methods
The study was performed on 319 patients who underwent coronary artery angiography and patients with > 50% stenosis in vessels considered as case groups (CAD+) N = 191 and normal vessels group as control (CAD−) N = 128. In each group 20 patients were examined for RANTES mRNA expression.RANTES mRNA expression was examined using quantitative real-time PCR. Genotyping of − 403 polymorphism was performed using PCR-RFLP technique.Results
We found that RANTES mRNA expression was increased to 1.37 fold in CAD patients compared to the controls but the difference was not statistically significant. Also comparing the RANTES mRNA expression in patients with different RANTES − 403 G/A polymorphism showed that in patients carrying AA genotype RANTES mRNA expression was increased to 1.74 fold compared to patients carrying GG genotype and to 1.51 fold compared to patients carrying GA genotype. No significant difference for allele and genotype frequencies of RANTES − 403 polymorphism was found between cases and controls.Conclusion
More studies on larger number of samples are required to further evaluate role of RANTES in pathogenesis of CAD. 相似文献15.
S. T. de Vries G. C. van Enst A. Breeman A. W. J. van ’t Hof 《Netherlands heart journal》2010,18(3):118-121
Background. To evaluate the safety and effects of high altitude on exercise level and heart rate in patients with coronary artery disease compared with healthy controls. Methods. Eight patients with a history of an acute myocardial infarction (ejection fraction >5%) with a low-risk score were compared with seven healthy subjects during the Dutch Heart Expedition at the Aconcagua in Argentina in March 2007. All subjects underwent a maximum exercise test with a cycle ergometer at sea level and base camp, after ten days of acclimatisation, at an altitude of 4200 m. Exercise capacity and maximum heart rate were compared between groups and within subjects. Results. There was a significant decrease in maximum heart rate at high altitude compared with sea level in both the patient and the control group (166 vs. 139 beats/min, p<0.001 and 181 vs. 150 beats/min, p<0.001). There was no significant difference in the decrease of the exercise level and maximum heart rate between patients and healthy controls (-31 vs. -30%, p=0.673). Conclusion. Both patients and healthy controls showed a similar decrease in exercise capacity and maximum heart rate at 4200 m compared with sea level, suggesting that patients with a history of coronary artery disease may tolerate stay and exercise at high altitude similarly to healthy controls. (Neth Heart J 2010;18:118-21.) 相似文献
16.
P. Knaapen S. de Haan O. S. Hoekstra R. Halbmeijer Y. E. Appelman J. G. J. Groothuis E. F. Comans M. R. Meijerink A. A. Lammertsma M. Lubberink M. J. W. Götte A. C. van Rossum 《Netherlands heart journal》2010,18(2):90-98
Hybrid imaging of positron emission tomography (PET) together with computed tomography (CT) is rapidly emerging. In cardiology, this new advanced hybrid imaging modality allows quantification of cardiac perfusion in combination with assessment of coronary anatomy within a single scanning session of less than 45 minutes. The near-simultaneous anatomical evaluation of coronary arteries using CT and corresponding functional status using PET provides a wealth of complementary information in patients who are being evaluated for (suspected) coronary artery disease, and could help guide clinical patient management in a novel manner. Clinical experience gained with this recently introduced advanced hybrid imaging tool, however, is still limited and its implementation into daily clinical practice remains largely unchartered territory. This review discusses principles of perfusion PET, its diagnostic accuracy, and potential clinical applications of cardiac PET-CT in patients with ischaemic heart disease. (Neth Heart J 2010;18:90–8.) 相似文献
17.
目的:探讨颈动脉粥样硬化与血管内皮功能与冠心病患者的相关性。方法:选取114例冠心病患者(54例单支病变和60例多支病变)为观察组和60例健康体检者为对照组,对两组患者动脉粥样硬化及血管内皮功能进行分析。结果:观察组患者TC、TG、HDL及血糖水平均高于对照组,观察组LDL水平显著低于对照组,两组比较差异有统计学意义(P<0.05);观察组患者颈动脉IMT、斑块积分及斑块数明显高于对照组(P<0.05),观察组FMD显著降低(P<0.05),多支病变组病变程度更严重(P<0.05)。结论:颈动脉粥样硬化与血管内皮功能可作为预测冠心病的重要指标,对预防和治疗冠心病具有重要意义。 相似文献
18.
J. G. J. Groothuis A. M. Beek M. R. Meijerink S. L. Brinckman M. B. M. Hofman A. C. van Rossum 《Netherlands heart journal》2010,18(5):270-273
Combining multidetector computed tomography and cardiovascular magnetic resonance imaging provides the clinician a strategy to comprehensively evaluate coronary morphology and function noninvasively. In the MARCC trial (Magnetic Resonance and CT in suspected CAD) a new noninvasive diagnostic work-up for patients with suspected coronary artery disease will be developed, involving the sequential use of both imaging techniques. (Neth Heart J 2010;18:270-3.) 相似文献
19.
Background/objectives. To investigate the procedural and long-term outcome of primary percutaneous coronary intervention (PCI) in octogenarians with an acute myocardial infarction. Methods. We performed a retrospective analysis of all consecutive octogenarian patients (n=98) with an acute myocardial infarction treated with primary PCI in the Catharina Hospital in the year 2006. We compared procedural results and outcome with a matched control group composed of non-octogenarians undergoing primary PCI. Follow-up period was one year. Results. The initial success rate of PCI was similar in the two groups but short-term mortality was higher among the elderly patients: 30-day mortality 26.3 vs. 9.6%. Age-adjusted mortality between 30 days and one year was comparable in the two groups and similar to natural survival in the Netherlands. Octogenarians were less likely to have a normal left ventricular function during follow-up (48.3 vs. 66.7%). New York Heart Association (NYHA) class and recurrence rate of myocardial infarction was higher among octogenarians. Conclusion. Technical success rate during primary PCI was as good for octogenarians as in younger patients, but 30-day mortality, though acceptable, was higher among the elderly. After 30 days, age-adjusted mortality was comparable in both groups. (Neth Heart J 2010;18:129-34.) 相似文献
20.
PurposeAccurate detection and treatment of Coronary Artery Disease is mainly based on invasive Coronary Angiography, which could be avoided provided that a robust, non-invasive detection methodology emerged. Despite the progress of computational systems, this remains a challenging issue. The present research investigates Machine Learning and Deep Learning methods in competing with the medical experts' diagnostic yield. Although the highly accurate detection of Coronary Artery Disease, even from the experts, is presently implausible, developing Artificial Intelligence models to compete with the human eye and expertise is the first step towards a state-of-the-art Computer-Aided Diagnostic system.MethodsA set of 566 patient samples is analysed. The dataset contains Polar Maps derived from scintigraphic Myocardial Perfusion Imaging studies, clinical data, and Coronary Angiography results. The latter is considered as reference standard. For the classification of the medical images, the InceptionV3 Convolutional Neural Network is employed, while, for the categorical and continuous features, Neural Networks and Random Forest classifier are proposed.ResultsThe research suggests that an optimal strategy competing with the medical expert's accuracy involves a hybrid multi-input network composed of InceptionV3 and a Random Forest. This method matches the expert's accuracy, which is 79.15% in the particular dataset.ConclusionImage classification using deep learning methods can cooperate with clinical data classification methods to enhance the robustness of the predicting model, aiming to compete with the medical expert's ability to identify Coronary Artery Disease subjects, from a large scale patient dataset. 相似文献