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Updated: Jul 25, 2025

Real-Time Cardiac Mapping with a Noninvasive Imageless Electrocardiographic Imaging System
Published on: April 11, 2025
[An image classification method for arrhythmias based on Gramian angular summation field and improved
Xiangkui Wan1, Jing Luo1, Yang Liu1
1Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Wuhan 430068, P. R. China.
This study introduces a novel method for automatic arrhythmia classification using Gramian angular summation field (GASF) images and an improved Inception-ResNet-v2 network. The approach significantly enhances diagnostic accuracy for cardiovascular conditions from electrocardiogram (ECG) data.
Area of Science:
- Cardiology
- Artificial Intelligence
- Biomedical Engineering
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