Article

Signal extraction of paper-based ECG using real-world and augmented ECGs

2025-11-20

Abstract excerpt

Electrocardiogram (ECG) today largely remains paper-based making them inaccessible for research and innovation. To address this unmet need, we describe an end-to-end framework for ECG signal extraction from images using a four-stage pipeline and lay down the associated data generation requirements. The signal extraction stages include perspective correction, reorientation of paper, lead isolation and signal segmen...

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Identifiers and source

Literature Corpus work: a0763100-8a24-5877-823d-4ff70cfc22e2
DOI: 10.1101/2025.11.19.25340630

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