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卷积神经网络与循环网络融合,用于基于心电图检测多变性心肌病变

Yogalakshmi V1, Manikandan T1

  • 1Department of ECE, Rajalakshmi Engineering College, Chennai, Tamil Nadu, India.

Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions
|July 25, 2025
PubMed
概括

这项研究引入了一种新的混合深度学习模型,用于使用心电图 (ECG) 信号早期和准确地检测高性心肌病 (HCM). 该模型有效地捕捉空间和时间模式,显示出高精度和诊断这种心脏病的临床价值.

关键词:
卷积神经网络是一个卷积神经网络.深度信念网络深度信念网络电心电图 (ECG) 是一种心电图.经常性的神经网络.回归建模的回归建模.

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