Multimodal Deep Learning for Early Prediction of Patient Deterioration in the ICU

I built multimodal deep learning models for early prediction of patient deterioration in the Intensive Care Unit (ICU). Combining several clinical data streams lets the model flag deterioration before it becomes critical, which gives care teams more time to intervene.

Recommended citation: Multimodal Deep Learning for Early Prediction of Patient Deterioration in the ICU. Journal of Data Science, 2025.