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S. Sundaramoorthy

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Open access Aug 2026

Explainable hybrid deep learning framework with Grad-CAM for heartbeat-level arrhythmia classification

The proposed framework effectively integrates local morphological feature extraction with temporal modeling, providing a robust and scalable solution for ECG arrhythmia classification and its computational efficiency and its use of single-lead ECG signals make it suitable for real-time deployment in wearable devices, r...

S. Sundaramoorthy, Govardhan Karunanidhi · 0 citations

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