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deep learning 1ecg interpretation 1encoder-free architecture 1medical AI 1multimodal language models 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.MM2026

ELF: A Family of Encoder-Free ECG-Language Models

William Han, Tony Chen, Chaojing Duan +6

The paper introduces ELF, a family of encoder‑free ECG‑language models that interpret electrocardiograms without relying on separate pretrained ECG encoders, achieving competitive…