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在智能医疗保健系统中使用ECG信号进行人类身份验证的整体语网络 (ESN)

Mehdi Hazratifard1, Vibhav Agrawal1, Fayez Gebali1

  • 1Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC V8W 2Y2, Canada.

Sensors (Basel, Switzerland)
|July 11, 2023
PubMed
概括

本研究介绍了一个集体语网络 (ESN),用于在数字医疗保健中使用心电图 (ECG) 信号进行持续的用户身份验证. 该ESN模型为远程医疗和智能医疗保健应用提供了强大的和可访问的安全解决方案.

关键词:
组建一个语网络.物联网安全物联网安全物联网安全连续认证的真实性.深度学习是一种深度学习.动态认证身份验证智能医疗保健系统 智能医疗保健系统

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Holter monitoring is a continuous electrocardiography (ECG) recording that tracks the heart's electrical activity over an extended period, generally 24 to 48 hours. This noninvasive diagnostic tool detects irregular heart rhythms that may not be captured during a standard ECG performed in a clinical setting.DeviceThe Holter monitor is a portable, small device connected to several electrodes on the patient's chest. These electrodes detect the heart's electrical signals and transmit them to the...
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Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
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An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
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