AI RESEARCH
Extending Pretrained 10-Second ECG Foundation Models to Longer Horizons
arXiv CS.LG
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ArXi:2605.16975v1 Announce Type: new Electrocardiogram (ECG) foundation models pretrained on typical diagnostic 10-second ECG segments, have nstrated strong transferability across a range of clinical applications. However, many real-world applications produce recordings that are typically longer, and are varied in duration during inference time. These 10-second models have no built-in way to combine information across time. Extending them to longer horizons