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Paper 5 by Jignesh Solanki is a document available to read on EtoBox.

What is Paper 5 about?

This paper introduces a physics-constrained deep learning (P-DL) framework for robust inverse ECG modeling, integrating physics laws of cardiac electrical wave propagation with advanced deep learning techniques. The proposed method significantly outperforms traditional ECG systems by effectively predicting heart-surface potentials from noisy body-surface potential mapping data, enhancing diagnostic accuracy for heart diseases. Experimental results demonstrate the P-DL framework

Author

Jignesh Solanki

Language

EN