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Updated: Jan 18, 2026

Patient Directed Recording of a Bipolar Three-Lead Electrocardiogram using a Smartwatch with ECG Function
05:03

Patient Directed Recording of a Bipolar Three-Lead Electrocardiogram using a Smartwatch with ECG Function

Published on: December 11, 2019

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基于深度学习的高效节律失常检测使用智能手表ECG心电图

Herwin Alayn Huillcen Baca1, Flor de Luz Palomino Valdivia1

  • 1Faculty of Engineering, Academic Department of Engineering and Information Technology, Jose Maria Arguedas National University, Andahuaylas 03701, Peru.

Sensors (Basel, Switzerland)
|September 13, 2025
PubMed
概括

这项研究介绍了一种高效的1D CNN模型,用于从智能手表心电图中检测心律不整. 该模型在多类检测中表现出高精度,支持早期诊断和临床应用.

关键词:
在美国,CNN是CNN.这是一个ECGECGECGECGECG.这是一个PPGPPG.检测心律失常的检测方式心血管疾病心血管疾病深度学习是一种深度学习.电心电图 (ECG) 是一种心电图.心率是指心率是如何发生的.智能手表 智能手表

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Electrocardiogram01:29

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Holter Monitor: 24-Hour Monitoring

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Pulse rhythm01:30

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Introduction
An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
Definition
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Parts of an ECG
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