BlendNet: a blending-based convolutional neural network for effective deep learning of electrocardiogram signals

IntroductionIn recent years, Deep Learning (DL) architectures such as Convolutional Neural Network (CNN) and its variants have been shown to be effective in the diagnosis of cardiovascular disease from ElectroCardioGram (ECG) signals. In the case of ECG as a one-dimensional signal, 1-D CNNs are depl...

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Bibliographic Details
Main Authors: S. Premanand, Sathiya Narayanan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1625637/full
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