An event-conditioned latent world model forecasts AF recurrence (AUROC 0.756) and scar extent (MAE 2.971 percentage points) after ablation using blanking-period events and ECG embeddings.
In: International Conference on Medical Image Computing and Computer-Assisted Intervention
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Intervention-Aware Clinical World Model for Post-Op Outcome Forecasting in Cardiology
An event-conditioned latent world model forecasts AF recurrence (AUROC 0.756) and scar extent (MAE 2.971 percentage points) after ablation using blanking-period events and ECG embeddings.