Researchers propose a new model called TRACE for intra-visit clinical event nowcasting in electronic health records (EHR).The model effectively encodes patient trajectories and captures temporal dependencies.It outperforms previous methods in laboratory measurement prediction, improving patient care.The code for the model is available on GitHub for further exploration and use.