曲线追踪法在不健康患者心电图2型糖尿病分割与检测中的应用

Saurav Bharadwaj, S. Paul
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引用次数: 0

摘要

研究2型糖尿病患者心室异常的症状。将2型糖尿病患者分为室性心动过速、纤维化、肥厚和心律失常心电图偏差四组,以类比数学模型分析心脏电传导异常。接着,采用曲线跟踪法提取导联电压的幅时偏差。在50名参与者中,40名患者患有2型糖尿病,其余10名参与者是控制健康的。研究发现,2型糖尿病患者以窦性室性心动过速为主,老年时可发展为周围神经病变。患者先是出现纤维化,随后出现心肌梗死症状,在右导联上显示-0.35mV的倒T波。肢体导联ⅲ-1.5mV S波增高诊断为心室肥大,导致先天性心脏病的患者极少。一群被诊断为低幅度心律的功能障碍患者。对2型糖尿病患者的研究报告了强有力的证据,心律的微小变化增加了结缔性心脏病的可能性。2型糖尿病的主要靶区是心室功能异常,尤其是左心室。
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Curve Tracing Method in Segmentation and Detection of Type 2 Diabetes Mellitus in ECGs of Unhealthy Patients
Study is conducted to examine the symptoms of ventricular abnormalities in type 2 diabetes mellitus patients. To analyze the abnormal cardioelectric conduction of heart in analogous to a mathematical model, the type 2 diabetes mellitus patients are grouped in four groups of ventricular tachycardia, fibrosis, hypertrophy and dysfunctional electrocardiographic deviations of the cardiac rhythm. Successively, curve tracing method is implemented to extract the amplitude-time deviations in the lead voltages. Of the 50 participants, 40 patients suffered from type 2 diabetes mellitus patients and rest 10 participants are controlled health. Finding revels, the type 2 diabetes mellitus patients suffered from sinus ventricular tachycardia and later leads to peripheral neuropathy in old ages. Patients suffered from fibrosis follows by the symptoms of myocardial infraction, indicated in an inverted T wave of -0.35mV on argument vector right lead. Few of the patients suffered from hypertrophy of ventricles diagnosed on the increase in S wave of -1.5mV in the limb lead III and leads to congenital heart diseases. A population of patients suffered from dysfunction diagnosed with a low amplitude cardiac rhythm. Study on type 2 diabetes mellitus patients reported a strong evidence on the minute changes in the cardiac rhythm that enhance the possibility of connective cardiac diseases. Prime target region of the heart in type 2 diabetes mellitus is the abnormal functioning of the ventricles and specially the left ventricle of the heart.
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