A Laplace diffusion-based transformer model for heart rate forecasting within daily activity context

Short Description

In this paper, we propose a Transformer model combined with a Laplace diffusion technique to model heart rate fluctuations driven by physical activity of the patient. Unlike prior models that treat activity as secondary, our approach conditions the entire modeling process on activity context using specialized embeddings and attention mechanisms to prioritize activity specific historical paterns.

Keywords

Countries

Romania