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Dec 23, 2021 · Artificial Intelligence

Deep Siamese Network for Measuring Similarity of ECG Signals

This article presents an automated neural‑network framework based on a deep Siamese architecture to learn similarity representations between ECG recordings, covering ECG fundamentals, exploratory data analysis, signal preprocessing, model construction with Keras, and demonstrates how the trained network yields similarity scores applicable to broader signal‑matching tasks.