Improving Diffusion Models for ECG Imputation with an Augmented Template Prior
We introduce PulseDiff, a diffusion-based approach for ECG signal imputation that leverages subject-specific pulse templates as informative priors. Our method outperforms leading deterministic models for short-interval missing data and achieves comparable performance for long-interval data loss, addressing key challenges in mobile health monitoring.