11 researchers · 22 publications
Develop clinical decision support tools to diagnose and predict clinical outcomes and trajectories. This vertical focuses on preventing in-hospital deterioration through AI-driven monitoring, including a deep-learning model to reduce unnecessary overnight vitals checks, a deterioration prediction model trained on over 1.5 million hospitalizations that outperforms Epic's Deterioration Index by 25%, and a wearable-based continuous monitoring system funded by a $3.2M NIH grant that predicts clinical alerts 17 hours in advance with over 94% sensitivity.