This work extends the temporal fusion transformer TFT to propose TFT-multi, a model to simultaneously forecast trajectories of multiple ICU vital signs. The study demonstrates improvements in predictive accuracy by leveraging correlations between vitals e.g., blood pressure, pulse in a clinical setting.
