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一种基于心脏的技术,用于使用手机和身体传感器识别心血管疾病。

A cardiod based technique to identify cardiovascular diseases using mobile phones and body sensors.

作者信息

Sufi Fahim, Khalil Ibrahim, Tari Zahir

机构信息

School of CS & IT, RMIT University, Melbourne, VIC -3000, Australia.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:5500-3. doi: 10.1109/IEMBS.2010.5626578.

Abstract

To prevent the threat of Cardiovascular Disease (CVD) related deaths, the usage of mobile phone based computational platforms, body sensors and wireless communications is proliferating. Since mobile phones have limited computational resources, existing PC based complex CVD detection algorithms are often unsuitable for wireless telecardiology applications. Moreover, if the existing Electrocardiography (ECG) based CVD detection algorithms are adopted for mobile telecardiology applications, then there will be processing delays due to the computational complexities of the existing algorithms. However, for a CVD affected patient, seconds worth of delay could be fatal, since cardiovascular cell damage is a totally irrecoverable process. This paper proposes a fast and efficient mechanism of CVD detection from ECG signal. Unlike the existing ECG based CVD diagnosis systems that detect CVD anomalies from hundreds of sample points, the proposed mechanism identifies cardiac abnormality from only 5 sample points. Therefore, according to our experiments the proposed mechanism is up to 3 times faster than the existing techniques. Due to less computational burden, the proposed mechanism is ideal for wireless telecardiology applications running on mobile phones.

摘要

为预防与心血管疾病(CVD)相关的死亡威胁,基于手机的计算平台、身体传感器和无线通信的使用正在激增。由于手机的计算资源有限,现有的基于个人电脑的复杂CVD检测算法通常不适用于无线远程心脏病学应用。此外,如果将现有的基于心电图(ECG)的CVD检测算法用于移动远程心脏病学应用,那么由于现有算法的计算复杂性将会出现处理延迟。然而,对于CVD患者来说,几秒钟的延迟可能是致命的,因为心血管细胞损伤是一个完全不可恢复的过程。本文提出了一种从ECG信号中快速高效地检测CVD的机制。与现有的基于ECG的CVD诊断系统从数百个采样点检测CVD异常不同,该机制仅从5个采样点识别心脏异常。因此,根据我们的实验,该机制比现有技术快3倍。由于计算负担较小,该机制非常适合在手机上运行的无线远程心脏病学应用。

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