An ECG multimodal LLM that ingests raw ECG embeddings plus a causal de-biasing pre-training step outperforms baselines on ECG-QA and passes a random-ECG probe for genuine signal use.
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De-biased Multimodal Electrocardiogram Analysis
An ECG multimodal LLM that ingests raw ECG embeddings plus a causal de-biasing pre-training step outperforms baselines on ECG-QA and passes a random-ECG probe for genuine signal use.