ECG-Soup: Harnessing Multi-Layer Synergy for ECG Foundation Models

Phu X. Nguyen, Huy Phan, Hieu Pham, Christos Chatzichristos, Bert Vandenberk +1 more
8/27/2025
cs.LGcs.AI

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Abstract

Transformer-based foundation models for Electrocardiograms (ECGs) have recently achieved impressive performance in many downstream applications.

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@article{nguyen2025ecgsoup,
  title  = {ECG-Soup: Harnessing Multi-Layer Synergy for ECG Foundation Models},
  author = {Phu X. Nguyen and Huy Phan and Hieu Pham and Christos Chatzichristos and Bert Vandenberk and Maarten De Vos},
  year   = {2025},
  eprint = {2509.00102},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2509.00102v3}
}

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