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Image Credit: Arxiv

Heartcare Suite: Multi-dimensional Understanding of ECG with Raw Multi-lead Signal Modeling

  • Heartcare Suite is a comprehensive framework for understanding electrocardiogram (ECG) data.
  • It includes Heartcare-220K dataset, Heartcare-Bench benchmark, and HeartcareGPT model with a customized tokenizer.
  • HeartcareGPT compresses raw multi-lead ECG signals into semantically rich discrete tokens using advanced techniques.
  • The project aims to advance ECG-specific multimodal understanding and evaluation, achieving strong performance in clinically meaningful tasks.

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