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Updated: Feb 28, 2026

Real-Time Cardiac Mapping with a Noninvasive Imageless Electrocardiographic Imaging System
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Real-Time Cardiac Mapping with a Noninvasive Imageless Electrocardiographic Imaging System

Published on: April 11, 2025

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MERAC:ECG和临床报告的多模式融合,具有局部-全球编码,用于心律失常的分类

Yunjie Jiang1, Nan Wang1, Qin Guo1

  • 1School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China.

Computational biology and chemistry
|February 25, 2026
PubMed
概括

这项研究介绍了MERAC,一个多式学习框架,将心电图 (ECG) 数据和临床报告结合起来,以改进心律不整的分类. MERAC通过整合本地和全球编码策略来增强特征表示,以更好地检测心律不整.

关键词:
这是一个ECGECGECGECGECG.全球编码 全球编码当地编码本地编码.多模式学习是多模式学习.自主监督学习学习

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